Just letting myself know that MATPOWER 3.0b1 is now available for
download at ...
http://www.pserc.cornell.edu/matpower/
- Ray
From [email protected] Fri Sep 3 17:34:39 2004
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To: MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: MINOPF & BPMPD_MEX now available
Date: Fri, 3 Sep 2004 17:22:51 -0400
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MATPOWER's two optional packages, MINOPF and BPMPD_MEX, are now
available for download.
MINOPF - http://www.pserc.cornell.edu/minopf/
- A MINOS-based OPF solver which is typically much faster than
MATPOWER's other OPF solvers.
BPMPD_MEX - http://www.pserc.cornell.edu/bpmpd/
- MEX-file version of the high performance BPMPD interior point LP and
QP solver. Speeds up DC and LP-based OPF solvers, and improves
robustness of MINOPF.
Please test them out and let us know how they work for you. And please
let us know if you have any trouble getting either of them to work on
your platform.
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Sat Sep 4 00:35:32 2004
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From: "Pan Wei" <[email protected]>
To: <[email protected]>
Cc: <[email protected]>
Subject: Excellent Performance
Date: Sat, 4 Sep 2004 12:29:45 +0800
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From [email protected] Mon Sep 6 18:21:45 2004
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Subject: Re: Excellent Performance
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Thanks Prof. Ray & Carlos,
MINOPF is significantly faster than FMINCON. Thanks.
Pan Wei wrote:
Dr. Ray and Dr. Carlos:
I have a glance at MINOPF. Its excellent performance astonished me
greatly. Congratulations!
BTW, have you tested the accompanying 'case300.m' on Win32 platform?
What's the matter with it?
Regards.
Pan Wei
From [email protected] Tue Sep 7 08:07:43 2004
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From: "Pan Wei" <[email protected]>
To: <[email protected]>
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Subject: 'have_fcn' ?
Date: Tue, 7 Sep 2004 20:06:58 +0800
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From [email protected] Tue Sep 7 08:23:55 2004
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From: Ray Zimmerman <[email protected]>
Subject: Re: 'have_fcn' ?
Date: Tue, 7 Sep 2004 08:23:51 -0400
To: [email protected]
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On Sep 7, 2004, at 8:06 AM, Pan Wei wrote:
In mopf line301
genout(comgen, VG) =3D buso(genout(comgen, GEN_BUS), VM);
should be
genout(comgen, VG) =3D buso(gen(comgen, GEN_BUS), VM);
This bug is discovered=A0by running case300.
Right. I just fixed this and will post the patched version here as soon=20=
as I've tested it a bit more.
Line266 'have_fcn' is a function of the latest matlab version?
No. It's an m-file in MATPOWER.
Ray=
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On Sep 7, 2004, at 8:06 AM, Pan Wei wrote:
<excerpt><fontfamily><param>Times New Roman</param>In mopf =
line301</fontfamily>
<fontfamily><param>Times New Roman</param>genout(comgen, VG) =3D
buso(genout(comgen, GEN_BUS), VM);</fontfamily>
<fontfamily><param>Times New Roman</param>should be</fontfamily>
<fontfamily><param>Times New Roman</param> genout(comgen, VG) =3D
buso(gen(comgen, GEN_BUS), VM);</fontfamily>
<fontfamily><param>Times New Roman</param>This bug is discovered=A0by
running case300.
</fontfamily></excerpt>
Right. I just fixed this and will post the patched version here as
soon as I've tested it a bit more.
<excerpt><fontfamily><param>Times New Roman</param>Line266 'have_fcn'
is a function of the latest matlab version?</fontfamily>
</excerpt>
No. It's an m-file in MATPOWER.
Ray=
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From [email protected] Tue Sep 7 08:57:59 2004
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On Sep 4, 2004, at 12:29 AM, Pan Wei wrote:
=A0=A0 =A0I have a glance at MINOPF. Its excellent performance =
astonished me=20
greatly. Congratulations!
Thanks. Yes, MINOPF is *much* faster than any of the other solvers.=20
We've been using it for a few years and are very pleased to have=20
finally found the time to clean things up, document a bit and make it=20
available to the world.
=A0=A0=A0 BTW, have you tested the accompanying 'case300.m' on Win32=20=
platform? What's the matter with it?
There was a bug in mopf.m related to switching between internal and=20
external bus numbering. Here is the fixed version.
Ray
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On Sep 4, 2004, at 12:29 AM, Pan Wei wrote:
<excerpt><fontfamily><param>Times New Roman</param>=A0=A0 =A0I have a =
glance
at MINOPF. Its excellent performance astonished me greatly.
Congratulations!</fontfamily>
</excerpt>
Thanks. Yes, MINOPF is *much* faster than any of the other solvers.
We've been using it for a few years and are very pleased to have
finally found the time to clean things up, document a bit and make it
available to the world.
<excerpt><fontfamily><param>Times New Roman</param>=A0=A0=A0 BTW, have =
you
tested the accompanying 'case300.m' on Win32 platform? What's the
matter with it?</fontfamily>
</excerpt>
There was a bug in mopf.m related to switching between internal and
external bus numbering. Here is the fixed version.
Ray
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name="mopf.m"
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filename=mopf.m
function [busout, genout, branchout, f, success, info, et, g, jac, pimul]...
= mopf(baseMVA, bus, gen, branch, areas, gencost, Au, lbu, ubu, mpopt)
% MOPF: Optimal AC Power Flow using MINOS solver.
%
%Usage:
%
%[bus, gen, branch, f, success] = mopf(casefile)
%
%[bus, gen, branch, f, success] = mopf(casefile, A, l, u)
%
%[bus, gen, branch, f, success] = mopf(casefile, A, l, u, option)
%
%[bus, gen, branch, f, success] = mopf(baseMVA, bus, gen, branch, areas,
gencost)
%
%[bus, gen, branch, f, success] = mopf(baseMVA,bus,gen,branch,areas,gencost, ...
% A, l, u)
%
%[bus, gen, branch, f, success] = mopf(baseMVA,bus,gen,branch,areas,gencost, ...
% A, l, u, option)
%
%[bus, gen, branch, f, success, info, et, g, jacobian, pimul] = mopf(casefile)
%
% When specified, A, l, u represent additional linear constraints on the
% optimization variables, l <= A*x <= u. For help on the option
% vector, type 'help mpoption'. For an explanation of the formulation
% used and instructions for forming the matrix A, type 'help genform'.
%
% rules: if the user specifies an A matrix that has more columns
% than the combined number of x (OPF) and y (pwl cost) variables,
% thus allowing for extra linearly costed and linearly constrained
% "z" variables, then it is the user's responsibility to
% fill the overall linear cost in the last row of A, including
% that reflected in the y variables.
% MINOPF for MATPOWER
% $Id: mopf.m,v 1.5 2004/09/07 12:56:14 ray Exp $
% by Carlos E. Murillo-Sanchez, PSERC Cornell & Universidad Autonoma de
Manizales
% Copyright (c) 2000-2004 by Power System Engineering Research Center (PSERC)
% See http://www.pserc.cornell.edu/minopf/ for more info.
t1 = clock;
if isstr(baseMVA) | isstruct(baseMVA)
casefile = baseMVA;
if nargin == 5
Au = bus;
lbu = gen;
ubu = branch;
mpopt = areas;
elseif nargin == 4
Au = bus;
lbu = gen;
ubu = branch;
mpopt = mpoption;
elseif nargin == 2
Au = sparse(0,0);
lbu = [];
ubu = [];
mpopt = bus;
elseif nargin == 1
Au = sparse(0,0);
lbu = [];
ubu = [];
mpopt = mpoption;
else
error('mopf.m: Incorrect input parameter order, number or type');
end;
[baseMVA, bus, gen, branch, areas, gencost] = loadcase(casefile);
else
if nargin == 9
mpopt = mpoption;
elseif nargin == 7
mpopt = Au;
Au = sparse(0,0);
lbu = [];
ubu = [];
elseif nargin == 6
mpopt = mpoption;
Au = sparse(0,0);
lbu = [];
ubu = [];
elseif nargin ~= 10
error('mopf.m: Incorrect input parameter order, number or type');
end
end
if strcmp(computer, 'PCWIN')
mpopt(70) = 0; % The DLL incarnation of minopf was born mute and deaf,
end % probably because of acute shock after realizing its fate.
% Can't be allowed to try to speak or its universe crumbles.
% Load column indexes for case tables.
[PQ, PV, REF, NONE, BUS_I, BUS_TYPE, PD, QD, GS, BS, BUS_AREA, VM, ...
VA, BASE_KV, ZONE, VMAX, VMIN, LAM_P, LAM_Q, MU_VMAX, MU_VMIN] = idx_bus;
[F_BUS, T_BUS, BR_R, BR_X, BR_B, RATE_A, RATE_B, ...
RATE_C, TAP, SHIFT, BR_STATUS, PF, QF, PT, QT, MU_SF, MU_ST] = idx_brch;
[GEN_BUS, PG, QG, QMAX, QMIN, VG, MBASE, ...
GEN_STATUS, PMAX, PMIN, MU_PMAX, MU_PMIN, MU_QMAX, MU_QMIN] = idx_gen;
[PW_LINEAR, POLYNOMIAL, MODEL, STARTUP, SHUTDOWN, NCOST, COST] = idx_cost;
% If tables do not have multiplier/extra columns, append zero cols
if size(bus,2) < MU_VMIN
bus = [bus zeros(size(bus,1),MU_VMIN-size(bus,2)) ];
end
if size(gen,2) < MU_QMIN
gen = [ gen zeros(size(gen,1),MU_QMIN-size(gen,2)) ];
end
if size(branch,2) < MU_ST
branch = [ branch zeros(size(branch,1),MU_ST-size(branch,2)) ];
end
% Filter out inactive generators and branches; save original bus & branch
comgen = find(gen(:,GEN_STATUS) > 0);
offgen = find(gen(:,GEN_STATUS) <= 0);
onbranch = find(branch(:,BR_STATUS) ~= 0);
offbranch = find(branch(:,BR_STATUS) == 0);
genorg = gen;
branchorg = branch;
ng = size(gen,1); % original size(gen), at least temporally
gen = gen(comgen, :);
branch = branch(onbranch, :);
if size(gencost,1) == ng
gencost = gencost(comgen, :);
else
gencost = gencost( [comgen; comgen+ng], :);
end
% Renumber buses consecutively
[i2e, bus, gen, branch, areas] = ext2int(bus, gen, branch, areas);
[ref, pv, pq] = bustypes(bus, gen);
% Sort generators in order of increasing bus number;
ng = size(gen,1);
[tmp, igen] = sort(gen(:, GEN_BUS));
[tmp, inv_gen_ord] = sort(igen); % save for inverse reordering at the end
gen = gen(igen, :);
if ng == size(gencost,1)
gencost = gencost(igen, :);
else
gencost = gencost( [igen; igen+ng], :);
end
% Find out if any of these "generators" are actually curtailable/price
% sensitive loads. The current test for this is that Pmin < 0 and
% Pmax <= 0. This may need to be revised to allow sensible specification
% of both elastic demand and pumped storage units.
% Price sensitive loads are modeled as generators with an added constant
% power factor constraint. The power factor is derived from the
% original value of (Pg, Qg). If both are zero, a unity power factor
% is assumed.
vload = find( (gen(:, PMIN) < 0) & (gen(:, PMAX) <= 0) );
% Find out problem dimensions
nb = size(bus, 1); % buses
ng = size(gen, 1); % variable injections
nl = size(branch, 1); % branches
iycost = find(gencost(:, MODEL) == PW_LINEAR); % y variables for pwl cost
ny = size(iycost, 1);
neqc = 2 * nb; % nonlinear equalities
nx = 2*nb + 2*ng; % control variables
nvl = size(vload, 1); % price-sensitive injections
nz = size(Au,2) - 2*nb - 2*ng - ny; % number of extra z variables
nz = max(nz,0);
% Form vector of indexes into table columns; this vector is needed
% by minopf.mex$(PLATFORM)
c1 = [PQ, PV, REF, NONE, BUS_I, BUS_TYPE, PD, QD, GS, BS, BUS_AREA, VM, ...
VA, BASE_KV, ZONE, VMAX, VMIN, LAM_P, LAM_Q, MU_VMAX, MU_VMIN];
c2 = [GEN_BUS, PG, QG, QMAX, QMIN, VG, MBASE, ...
GEN_STATUS, PMAX, PMIN, MU_PMAX, MU_PMIN, MU_QMAX, MU_QMIN];
c3 = [PW_LINEAR, POLYNOMIAL, MODEL, STARTUP, SHUTDOWN, NCOST, COST];
c4 = [F_BUS, T_BUS, BR_R, BR_X, BR_B, RATE_A, RATE_B, ...
RATE_C, TAP, SHIFT, BR_STATUS, PF, QF, PT, QT, MU_SF, MU_ST];
col = [ c1 c2 c3 c4];
% Definition of indexes into optimization variable vector and contraint
% vector.
thbas = 1; thend = thbas+nb-1;
vbas = thend+1; vend = vbas+nb-1;
pgbas = vend+1; pgend = pgbas+ng-1;
qgbas = pgend+1; qgend = qgbas+ng-1;
ybas = qgend + 1; yend = ybas + ny - 1;
zbas = yend + 1; zend = zbas + nz - 1;
pmsmbas = 1; pmsmend = pmsmbas+nb-1;
qmsmbas = pmsmend+1; qmsmend = qmsmbas+nb-1;
sfbas = qmsmend+1; sfend = sfbas+nl-1;
stbas = sfend+1; stend = stbas+nl-1;
% Let makeAy deal with any y-variable for piecewise-linear convex costs.
% note that if there are z variables then Ay doesn't have the columns
% that would span the z variables, but on the other hand if that is
% the case then we won't be using Ay here--it is supposed to be integrated
% by the user into Au.
if nz == 0
[Ay, by] = makeAy(baseMVA, ng, gencost, pgbas, qgbas, ybas);
ncony = size(Ay,1);
end
% Make Avl, lvl, uvl in case there is a need for price-sensitive injections
if nvl > 0
xx = gen(vload, PG);
yy = gen(vload, QG);
xx = xx + ((xx == 0) & (yy == 0)); % if Pg=Qg=0, force unity pwr factor
pftheta = atan2(yy, xx);
pc = sin(pftheta);
qc = -cos(pftheta);
ii = [ (1:nvl)'; (1:nvl)' ];
jj = [ pgbas+vload-1; qgbas+vload-1 ];
Avl = sparse(ii, jj, [pc; qc], nvl, yend);
lvl = zeros(nvl, 1);
uvl = lvl;
else
Avl =[];
lvl =[];
uvl =[];
end
% Now form the overall linear restriction matrix; note the order
% of the constraints.
if (nz > 0)
% user defined z variables thus becoming responsible for
% defining Ay and the cost row
A = [ Avl sparse(size(Avl,1), size(Au,2)-size(Avl,2));
Au ];
l = [ lvl;
lbu ];
u = [ uvl;
ubu ];
else % no z variables
if (ncony > 0 )
A = [ Avl;
Au;
Ay;
sparse(ones(1,ny), ybas:yend, ones(1,ny), 1, yend ) ]; % "linear" cost
l = [ lvl;
lbu;
-1e10*ones(ncony+1, 1) ];
u = [ uvl;
ubu;
by;
1e10];
else
A = [ Avl; Au ];
l = [ lvl; lbu ];
u = [ uvl; ubu ];
end
end
% Problem data for MINOPF is ready now.
% So, can we do anything good about lambda initialization?
if all(bus(:, LAM_P) == 0)
bus(:, LAM_P) = (10)*ones(nb, 1);
end
% Call minopf and hopefully MINOS will solve it on the first try.
[buso, geno, brancho, f, info, g, jac, pimul] = minopf(baseMVA, bus, gen, ...
gencost, branch, col, A, l, u, mpopt);
success = (info == 0) | (info == 9) | (info == 13);
if ~success & have_fcn('bpmpd')
% oh oh, MINOS barfed; let's try to precondition the case a little bit.
[bus1, gen1, branch1, f, info1 ] = sqppf(baseMVA, bus, gen, branch, ...
areas, gencost, mpopt);
[buso, geno, brancho, f, info, g, jac, pimul] = minopf(baseMVA, bus1, gen1, ...
gencost, branch1, col, A, l, u, mpopt);
success = (info == 0) | (info == 9) | (info == 13);
end
% reorder generators
geno = geno(inv_gen_ord, :);
% copy gen bus voltages back to gen matrix
geno(:, VG) = buso(geno(:, GEN_BUS), VM);
% convert to original external bus ordering
[buso, geno, brancho, areas] = int2ext(i2e, buso, geno, brancho, areas);
% Now create output matrices with all lines, all generators, committed and
% non-committed
genout = genorg;
branchout = branchorg;
genout(comgen, : ) = geno;
branchout(onbranch, :) = brancho;
% And zero out appropriate fields of non-comitted generators and lines
tmp = zeros(length(offgen), 1);
genout(offgen, PG) = tmp;
genout(offgen, QG) = tmp;
genout(offgen, MU_PMAX) = tmp;
genout(offgen, MU_PMIN) = tmp;
tmp = zeros(length(offbranch), 1);
branchout(offbranch, PF) = tmp;
branchout(offbranch, QF) = tmp;
branchout(offbranch, PT) = tmp;
branchout(offbranch, QT) = tmp;
branchout(offbranch, MU_SF) = tmp;
branchout(offbranch, MU_ST) = tmp;
et = etime(clock,t1);
if (nargout == 0) & ( (info == 0) | (info == 9) | (info == 13) )
printpf(baseMVA, buso, genout, branchout, f, success, et, 1, mpopt);
end
if nargout, busout = buso; end
return;
--Apple-Mail-2-290557879--
From [email protected] Tue Sep 7 09:10:03 2004
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To: [email protected]
Subject: Re: Excellent Performance
References: <001d01c49237$d1735670$c50ccaca@Farer>
<[email protected]>
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X-Listprocessor-Version: 8.2.09.cu.03/021023/11:56 -- ListProc(tm) by CREN
>> mopf('case300')
??? Undefined command/function 'have_fcn'.
Error in ==> mopf at 266
if ~success & have_fcn('bpmpd')
Ray Zimmerman wrote:
On Sep 4, 2004, at 12:29 AM, Pan Wei wrote:
I have a glance at MINOPF. Its excellent performance astonished
me greatly. Congratulations!
Thanks. Yes, MINOPF is *much* faster than any of the other solvers.
We've been using it for a few years and are very pleased to have finally
found the time to clean things up, document a bit and make it available
to the world.
BTW, have you tested the accompanying 'case300.m' on Win32
platform? What's the matter with it?
There was a bug in mopf.m related to switching between internal and
external bus numbering. Here is the fixed version.
Ray
From [email protected] Tue Sep 7 09:23:11 2004
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From: Ray Zimmerman <[email protected]>
Subject: Missing have_fcn.m
Date: Tue, 7 Sep 2004 09:23:08 -0400
To: [email protected]
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Ooops! Sorry, I added this to MATPOWER while I was getting MINOPF ready
for release (but after releasing 3.0b1 of MATPOWER). Here is the file.
Ray
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filename=have_fcn.m
function TorF = have_fcn(tag)
%HAVE_FCN Test for optional functionality.
% TorF = have_fcn(tag) returns 1 if the optional functionality is
% available, 0 otherwise.
%
% Possible values for input tag and their meanings:
% bpmpd - bp(), BPMPD interior point solver
% constr - constr(), solver from Optimization Toolbox 1.x/2.x
% fmincon - fmincon(), solver from Optimization Toolbox 2.x +
% linprog - linprog(), LP solver from Optimization Toolbox 2.x +
% lp - lp(), LP solver from Optimization Toolbox 1.x/2.x
% minopf - minopf(), MINOPF, MINOS-based OPF solver
% quadprog - quadprog(), QP solver from Optimization Toolbox 2.x +
% qp - qp(), QP solver from Optimization Toolbox 1.x/2.x
% smartmarket - runmkt() and friends, for running an auction
% sparse_lp - LP solver used by mp_lp can handle sparse matrices
% sparse_qp - QP solver used by mp_qp can handle sparse matrices
% MATPOWER
% $Id: have_fcn.m,v 1.2 2004/09/01 18:18:21 ray Exp $
% by Ray Zimmerman, PSERC Cornell
% Copyright (c) 2004 by Power System Engineering Research Center (PSERC)
% See http://www.pserc.cornell.edu/matpower/ for more info.
switch tag
case 'bpmpd'
TorF = exist(which('bp')) == 3;
case 'constr'
TorF = exist(which('constr')) == 2 & exist('foptions');
case 'fmincon'
TorF = exist(which('fmincon')) == 2;
case 'linprog'
TorF = exist(which('linprog')) == 2;
case 'lp'
TorF = exist(which('lp')) == 2;
case 'minopf'
TorF = exist(which('minopf')) == 3;
case 'quadprog'
TorF = exist(which('quadprog')) == 2;
case 'qp'
TorF = exist(which('qp')) == 2;
case 'smartmarket'
TorF = exist(which('runmkt')) == 2;
case 'sparse_lp'
TorF = have_fcn('bpmpd') | have_fcn('linprog');
case 'sparse_qp'
TorF = have_fcn('bpmpd') | have_fcn('quadprog');
otherwise
error(sprintf('have_fcn: unknown functionality %s', tag));
end
return;
--Apple-Mail-6-292071289
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On Sep 7, 2004, at 9:09 AM, S.H. Goh wrote:
>> mopf('case300')
??? Undefined command/function 'have_fcn'.
Error in ==> mopf at 266
if ~success & have_fcn('bpmpd')
Ray Zimmerman wrote:
On Sep 4, 2004, at 12:29 AM, Pan Wei wrote:
I have a glance at MINOPF. Its excellent performance
astonished
me greatly. Congratulations!
Thanks. Yes, MINOPF is *much* faster than any of the other solvers.
We've been using it for a few years and are very pleased to have
finally found the time to clean things up, document a bit and make it
available to the world.
BTW, have you tested the accompanying 'case300.m' on Win32
platform? What's the matter with it?
There was a bug in mopf.m related to switching between internal and
external bus numbering. Here is the fixed version.
Ray
--Apple-Mail-6-292071289--
From [email protected] Tue Sep 7 09:30:30 2004
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To: [email protected]
Subject: Re: Missing have_fcn.m
References: <001d01c49237$d1735670$c50ccaca@Farer>
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Thanks Prof. Ray,
It works excellent now.
Ray Zimmerman wrote:
Ooops! Sorry, I added this to MATPOWER while I was getting MINOPF ready
for release (but after releasing 3.0b1 of MATPOWER). Here is the file.
Ray
On Sep 7, 2004, at 9:09 AM, S.H. Goh wrote:
>> mopf('case300')
??? Undefined command/function 'have_fcn'.
Error in ==> mopf at 266
if ~success & have_fcn('bpmpd')
Ray Zimmerman wrote:
On Sep 4, 2004, at 12:29 AM, Pan Wei wrote:
I have a glance at MINOPF. Its excellent performance astonished
me greatly. Congratulations!
Thanks. Yes, MINOPF is *much* faster than any of the other solvers.
We've been using it for a few years and are very pleased to have
finally found the time to clean things up, document a bit and make it
available to the world.
BTW, have you tested the accompanying 'case300.m' on Win32
platform? What's the matter with it?
There was a bug in mopf.m related to switching between internal and
external bus numbering. Here is the fixed version.
Ray
From [email protected] Tue Sep 7 11:16:59 2004
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From: "Pan Wei" <[email protected]>
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Subject: Let it show decently!
Date: Tue, 7 Sep 2004 23:10:40 +0800
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filename="a piece of printpf.m"
%% voltage constraints
if OUT_V_LIM =3D=3D 2 | (OUT_V_LIM =3D=3D 1 & ...
(any(bus(:, MU_VMIN) > 1e-6) | any(bus(:, =
MU_VMAX) > 1e-6)))
fprintf(fd, =
'\n=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D');
fprintf(fd, '\n| Voltage Constraints =
|');
fprintf(fd, =
'\n=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
=3D=3D=3D=3D=3D=3D');
fprintf(fd, '\nBus');
% fprintf(fd, '\n # Vmin mu Vmin |V| Vmax Vmax mu'); % =
Pan Wei
% fprintf(fd, '\n--- ------- ----- ----- ----- -------');
fprintf(fd, '\n # Vmin mu Vmin |V| Vmax Vmax mu');
fprintf(fd, '\n---- -------- ----- ----- ----- =
--------'); =20
for i =3D 1:nb
if OUT_V_LIM =3D=3D 2 | (OUT_V_LIM =3D=3D 1 & ...
(bus(i, MU_VMIN) > 1e-6 | bus(i, MU_VMAX) > =
1e-6))
% fprintf(fd, '\n%3d', bus(i, BUS_I)); % Pan Wei
fprintf(fd, '\n%4d', bus(i, BUS_I));
if bus(i, MU_VMIN) > 1e-6
% fprintf(fd, '%8.3f', bus(i, MU_VMIN)); % Pan Wei
fprintf(fd, '%10.3f', bus(i, MU_VMIN)); =
=20
else
% fprintf(fd, ' - '); % Pan Wei
fprintf(fd, ' - ');
end
fprintf(fd, '%8.3f%7.3f%7.3f', bus(i, [VMIN, VM, =
VMAX]));
if bus(i, MU_VMAX) > 1e-6
% fprintf(fd, '%8.3f', bus(i, MU_VMAX)); % Pan Wei
fprintf(fd, '%10.3f', bus(i, MU_VMAX));
else
% fprintf(fd, ' - '); % Pan Wei
fprintf(fd, ' - ');
end
end
end
fprintf(fd, '\n');
end
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From [email protected] Tue Sep 7 19:19:08 2004
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To: MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: ANNOUNCE: MATPOWER 3.0b2
Date: Tue, 7 Sep 2004 19:19:05 -0400
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MATPOWER 3.0b2 is available for download from the MATPOWER home page ...
http://www.pserc.cornell.edu/matpower/
The main differences from 3.0b1 are ...
- includes have_fcn.m, required by MINOPF
- added an option to use real power instead of apparent power for
line limits
- minor bug fixes, typo corrections, better OPF tests
See the details of the changes at:
http://www.pserc.cornell.edu/matpower/CHANGES.txt
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Tue Sep 7 19:19:10 2004
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To: MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: ANNOUNCE: MINOPF 3.0b2
Date: Tue, 7 Sep 2004 19:19:08 -0400
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MINOPF 3.0b2 is available for download from the MINOPF home page ...
http://www.pserc.cornell.edu/minopf/
The main difference from 3.0b1 is ...
- Fixed bug in mopf.m that caused it to die on cases with
non-consecutive
bus numbering, such as case300.m (thanks to Pan Wei).
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Tue Sep 7 23:59:35 2004
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From: "Pan Wei" <[email protected]>
To: <[email protected]>
References: <[email protected]>
Subject: Re: ANNOUNCE: MATPOWER 3.0b2
Date: Wed, 8 Sep 2004 11:58:48 +0800
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Dr. Ray, Your code is always elegant. Perhapse, the following modificaton can
make it more readable.Wishes!
% %% compute constraint function values
% g = [
% %% equality constraints
% real(mis); %% active power mismatch for all
buses
% imag(mis); %% reactive power mismatch for
all buses
%
% %% inequality constraints (variable limits, voltage & generation)
% bus(:, VMIN) - x(j5:j6); %% lower voltage limit for
var V
% x(j5:j6) - bus(:, VMAX); %% upper voltage limit for
var V
% gen(on, PMIN) / baseMVA - x(j7:j8); %% lower generator P limit
% x(j7:j8) - gen(on, PMAX) / baseMVA; %% upper generator P limit
% gen(on, QMIN) / baseMVA - x(j9:j10); %% lower generator Q limit
% x(j9:j10) - gen(on, QMAX) / baseMVA; %% upper generator Q limit
%
% %% inequality constraints (line flow limits)
% flow_limit;
%
% %% inequality cost constraints
% Pcc;
% Qcc;
% ];
%% compute constraint function values
g = [
%% equality constraints
real(mis); %% active power mismatch for all
buses
imag(mis); %% reactive power mismatch for all
buses
%% inequality constraints (variable limits, voltage & generation)
bus(:, VMIN) - Vm; %% lower voltage limit for var V
Vm - bus(:, VMAX); %% upper voltage limit for var V
gen(on, PMIN) / baseMVA - Pg; %% lower generator P limit
Pg - gen(on, PMAX) / baseMVA; %% upper generator P limit
gen(on, QMIN) / baseMVA - Qg; %% lower generator Q limit
Qg - gen(on, QMAX) / baseMVA; %% upper generator Q limit
%% inequality constraints (line flow limits)
flow_limit;
%% inequality cost constraints
Pcc;
Qcc;
];
----- Original Message -----
From: "Ray Zimmerman" <[email protected]>
To: "MATPOWER List" <[email protected]>
Sent: Wednesday, September 08, 2004 7:19 AM
Subject: ANNOUNCE: MATPOWER 3.0b2
MATPOWER 3.0b2 is available for download from the MATPOWER home page ...
http://www.pserc.cornell.edu/matpower/
The main differences from 3.0b1 are ...
- includes have_fcn.m, required by MINOPF
- added an option to use real power instead of apparent power for
line limits
- minor bug fixes, typo corrections, better OPF tests
See the details of the changes at:
http://www.pserc.cornell.edu/matpower/CHANGES.txt
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Wed Sep 8 08:39:14 2004
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From: Ray Zimmerman <[email protected]>
Subject: Re: Let it show decently!
Date: Wed, 8 Sep 2004 08:39:09 -0400
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On Sep 7, 2004, at 11:10 AM, Pan Wei wrote:
Case300 gets a huge mu when the voltage constraints are displayed. The
value of mu is correct, but perhaps we should let it show more
decently. See attachment.
Thanks. I've included this for the next release.
Ray
From [email protected] Wed Sep 8 08:39:35 2004
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From: Ray Zimmerman <[email protected]>
Subject: Re: ANNOUNCE: MATPOWER 3.0b2
Date: Wed, 8 Sep 2004 08:39:31 -0400
To: [email protected]
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Thanks, I've included this for the next release too.
Ray
On Sep 7, 2004, at 11:58 PM, Pan Wei wrote:
Dr. Ray, Your code is always elegant. Perhapse, the following
modificaton can make it more readable.Wishes!
% %% compute constraint function values
% g = [
% %% equality constraints
% real(mis); %% active power mismatch
for all buses
% imag(mis); %% reactive power
mismatch for all buses
%
% %% inequality constraints (variable limits, voltage &
generation)
% bus(:, VMIN) - x(j5:j6); %% lower voltage
limit for var V
% x(j5:j6) - bus(:, VMAX); %% upper voltage
limit for var V
% gen(on, PMIN) / baseMVA - x(j7:j8); %% lower generator P
limit
% x(j7:j8) - gen(on, PMAX) / baseMVA; %% upper generator P
limit
% gen(on, QMIN) / baseMVA - x(j9:j10); %% lower generator Q
limit
% x(j9:j10) - gen(on, QMAX) / baseMVA; %% upper generator Q
limit
%
% %% inequality constraints (line flow limits)
% flow_limit;
%
% %% inequality cost constraints
% Pcc;
% Qcc;
% ];
%% compute constraint function values
g = [
%% equality constraints
real(mis); %% active power mismatch
for all buses
imag(mis); %% reactive power mismatch
for all buses
%% inequality constraints (variable limits, voltage &
generation)
bus(:, VMIN) - Vm; %% lower voltage limit
for var V
Vm - bus(:, VMAX); %% upper voltage limit
for var V
gen(on, PMIN) / baseMVA - Pg; %% lower generator P
limit
Pg - gen(on, PMAX) / baseMVA; %% upper generator P
limit
gen(on, QMIN) / baseMVA - Qg; %% lower generator Q
limit
Qg - gen(on, QMAX) / baseMVA; %% upper generator Q
limit
%% inequality constraints (line flow limits)
flow_limit;
%% inequality cost constraints
Pcc;
Qcc;
];
----- Original Message -----
From: "Ray Zimmerman" <[email protected]>
To: "MATPOWER List" <[email protected]>
Sent: Wednesday, September 08, 2004 7:19 AM
Subject: ANNOUNCE: MATPOWER 3.0b2
MATPOWER 3.0b2 is available for download from the MATPOWER home page
...
http://www.pserc.cornell.edu/matpower/
The main differences from 3.0b1 are ...
- includes have_fcn.m, required by MINOPF
- added an option to use real power instead of apparent power for
line limits
- minor bug fixes, typo corrections, better OPF tests
See the details of the changes at:
http://www.pserc.cornell.edu/matpower/CHANGES.txt
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Mon Sep 13 11:49:38 2004
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Cc: MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: Re: matpower case file
Date: Mon, 13 Sep 2004 11:49:31 -0400
To: Genevieve Coath <[email protected]>
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Hi Genevieve (and others, since I cc'd the MATPOWER-L mailing list),
The units in the user guide are correct with respect to how they are
used in the program (see makeYbus.m around line 50). This does not
correspond to either p.u. or Siemens. It is in fact in p.u. * baseMVA
to be precise. These units were chosen for consistency with the PTI
format from which the MATPOWER case file format was derived. The
reference I used was ...
http://www.ee.washington.edu/research/pstca/formats/pti.txt
There was, however, a bug in cdf2matp.m before version 3.x that assumed
the IEEE format used the same units, which it does not. So some of the
case files in the current distribution, which were generated by a buggy
version of cdf2matp.m probably still have incorrect values in them.
I intend to correct this before releasing the final version of 3.0, but
haven't yet found the time to go back and regenerate some of those
files from the original IEEE CDF version of the files (available on the
site above). Any volunteers?
Thanks for forcing me to go back and take a closer look at this again,
Ray
On Sep 13, 2004, at 12:26 AM, Genevieve Coath wrote:
Hi Ray,
Could you please let me know what unit the bus Bs and Gs values are in
the case files? I think it's incorrectly stated in the user guide,
and I
was wondering if it is p.u. or Siemens.
Thanks and regards,
genevieve
------------------------------------------------------
Genevieve Coath
Mechatronics & Manufacturing Research Group
Department of Mechanical and Manufacturing Engineering
The University of Melbourne
Parkville, Victoria 3010, Australia
Phone: +61 (0)3 8344 6444
Fax: +61 (0)3 9347 8784
Mobile: +61 (0)403 175 190
Email: [email protected], [email protected]
------------------------------------------------------
From [email protected] Wed Sep 15 10:12:12 2004
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Cc: Genevieve Coath <[email protected]>,
MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: Re: matpower case file
Date: Wed, 15 Sep 2004 10:12:03 -0400
To: "Pan Wei" <[email protected]>
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Thanks Pan. This will be helpful. I'll be making some more changes to=20
clean up cdf2matp.m before the 3.0 release, so I'll rerun them, but=20
it's nice to have this info to know what to expect to be different.
On Sep 14, 2004, at 9:43 AM, Pan Wei wrote:
The UW ARCHIVE site doesn't display the cdf file for case9 and=20=
case39.
Where did you get them?
Now you've got me digging ... tracking down the source of these data=20
has also been on my to do list. Apparently, from a note I found case9.m=20=
comes from the data on page 70 of Joe Chow's book. I'm working on=20
case39.m.
The case30 test wasn't converted from the one lain in the UW=20
ARCHIVE site
obviously. Most likely it comes from Alsac.O and Stott.B's paper
'Optimal Load Flow with steady-state security. IEEE Trans on PAS,
1974, 93(3):745~751'. Is this cdf file in your hand?
No, I don't have the CDF file for this. The data in our case30.m is=20
apparently a mixture. =46rom my digging so far it looks like it's based=20=
on the Alsac and Stott paper you mentioned, with branch parameters=20
rounded to the nearest 0.01, a load at bus 5 missing, a shunt moved=20
from bus 10 to bus 5, and generator locations, costs and limits taken=20
from ...
"Transaction analysis in deregulated power systems using game theory"=20
Ferrero, R.W., Shahidehpour, S.M., Ramesh, V.C., IEEE Transactions on=20
Power Systems, Vol. 12 ,=A0Issue 3 ,=A0Aug. 1997, pp. 1340-1347.
... and a few errors introduced somewhere in the process. As you'll see=20=
from my e-mail to Rich Christie, there are only minor differences=20
between the Alsac & Stott data and the CDF file on the UW archive.
I need to clean this up and document what's what before I release 3.0.
So, thanks for your work ...
Ray
P.S. Please use the MATPOWER-L mailing list for all of this type of=20
correspondence.
I compared case14,57,118 and 300 converted from UW ARCHIVE site
using the cdf2matp involved in 3.0b2 with the existing ones one by one=20=
and field
by field. The following differences exist(see the attached Excel file=20=
for detail):
case14: the 'branch' and 'cost' fields
case57: the 'gen', 'branch' and 'cost' fields
case118: identical
case300: the 'bus' field
BTW, cdf2matp failed to deal with ieee300cdf.txt. I made the=20
following changes to
let it more robust.
% get baseMVA
% title =3D fgetl(fid);
% baseMVA =3D str2num(title(32:37));
while 1
title =3D fgetl(fid);
if length(findstr(title, '/'))=3D=3D2 % make sure it's a real cdf =
file=20
title
baseMVA =3D str2num(title(32:37)); break;
end
end
Regards.
Pan Wei
----- Original Message -----
From: "Ray Zimmerman" <[email protected]>
To: "Genevieve Coath" <[email protected]>
Cc: "MATPOWER List" <[email protected]>
Sent: Monday, September 13, 2004 11:49 PM
Subject: Re: matpower case file
Hi Genevieve (and others, since I cc'd the MATPOWER-L mailing list),
The units in the user guide are correct with respect to how they are
used in the program (see makeYbus.m around line 50). This does not
correspond to either p.u. or Siemens. It is in fact in p.u. * baseMVA
to be precise. These units were chosen for consistency with the PTI
format from which the MATPOWER case file format was derived. The
reference I used was ...
http://www.ee.washington.edu/research/pstca/formats/pti.txt
There was, however, a bug in cdf2matp.m before version 3.x that=20
assumed
the IEEE format used the same units, which it does not. So some of =
the
case files in the current distribution, which were generated by a=20
buggy
version of cdf2matp.m probably still have incorrect values in them.
I intend to correct this before releasing the final version of 3.0,=20=
but
haven't yet found the time to go back and regenerate some of those
files from the original IEEE CDF version of the files (available on=20=
the
site above). Any volunteers?
Thanks for forcing me to go back and take a closer look at this =
again,
Ray
On Sep 13, 2004, at 12:26 AM, Genevieve Coath wrote:
Hi Ray,
Could you please let me know what unit the bus Bs and Gs values are=20=
in
the case files? I think it's incorrectly stated in the user guide,
and I
was wondering if it is p.u. or Siemens.
Thanks and regards,
genevieve
------------------------------------------------------
Genevieve Coath
Mechatronics & Manufacturing Research Group
Department of Mechanical and Manufacturing Engineering
The University of Melbourne
Parkville, Victoria 3010, Australia
Phone: +61 (0)3 8344 6444
Fax: +61 (0)3 9347 8784
Mobile: +61 (0)403 175 190
Email: [email protected], [email protected]
------------------------------------------------------
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Cc: MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: Re: matpower case file
Date: Wed, 15 Sep 2004 10:12:09 -0400
To: Genevieve Coath <[email protected]>
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On Sep 14, 2004, at 9:02 PM, Genevieve Coath wrote:
I intend to correct this before releasing the final version of 3.0,
but
haven't yet found the time to go back and regenerate some of those
files from the original IEEE CDF version of the files (available on
the
site above). Any volunteers?
I would like to help out with this, although as I'm trying to meet 2
deadlines in late October, I couldn't do it until early November.
Would
this be OK?
Thanks for the offer. Pan Wei has already responded with some
information on the differences that arise.
Ray
P.S. Please use the MATPOWER-L mailing list
(http://www.pserc.cornell.edu/matpower/#mailinglist) for all of this
type of correspondence.
From [email protected] Wed Sep 15 10:12:19 2004
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Cc: MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: IEEE 30 bus case discrepancies
Date: Wed, 15 Sep 2004 10:12:15 -0400
To: Rich Christie <[email protected]>
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Hi Rich,
In trying to track down the source of the data in case30.m, a version
of the IEEE 30-bus system distributed with our MATPOWER package
(http://www.pserc.cornell.edu/matpower/), I've come across a number of
variations of "the IEEE 30-bus system" and am trying to sort out which
is the original.
In particular, I found a few small discrepancies between the data in
[1] and that published in [2], which I see referenced in quite a few
papers and I believe was a starting point for the data we ended up
using. Some appear to be typos (not sure in which), while others are
probably related to interpretation of original data:
[1] [2]
---------- ----------
branch 1-3 X = 0.1652 X = 0.1852 p.u.
branch 16-17 R = 0.0524 R = 0.0824 p.u.
branch 15-18 R = 0.1073 R = 0.1070 p.u.
all branches B = 2*s B = s (values in [1] are exactly
double those in [2].
bus 10 shunt B = 0.1900 B = 0.1901 p.u. (expressed as
1/5.2600)
bus 24 shunt B = 0.0430 B = 0.0400 p.u. (expressed as
1/25.0000)
Can you shed any light on these differences? Do you have any idea which
are the correct original values?
[1] The IEEE CDF file at
http://www.ee.washington.edu/research/pstca/pf30/ieee30cdf.txt.
[2] Alsac, O. & Stott, B., "Optimal Load Flow with Steady State
Security",
IEEE Transactions on Power Apparatus and Systems, Vol. PAS 93, No.
3, 1974, pp. 745-751.
BTW, you're welcome to put a link to the MATPOWER home page (above)
under "Other Materials" on http://www.ee.washington.edu/research/pstca/
if you think it is appropriate.
Thanks for your time and insight,
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Wed Sep 15 11:44:48 2004
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From: "Pan Wei" <[email protected]>
To: <[email protected]>
Subject: Take a look at it
Date: Wed, 15 Sep 2004 23:45:24 +0800
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From [email protected] Wed Sep 15 12:38:18 2004
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From: Ray Zimmerman <[email protected]>
Subject: Re: Take a look at it
Date: Wed, 15 Sep 2004 12:38:15 -0400
To: [email protected]
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Thanks again. These changes have all been included for the next release.
Ray
On Sep 15, 2004, at 11:45 AM, Pan Wei wrote:
Hi, ray:
Please check the following:
=A0
genform around line 145
% opf('case9', mpopt)
opf('case9', A, l, u, mpopt)
Maybe, the corresponding part in the manual page 13 should also be=20
changed.
=A0
Is it the time to complete the 'Usage:' of opf in the help section?
Copy it from fmincopf?
=A0
The following codes can be removed from fmincopf now?.
% Form vector of indexes into table columns; this vector is needed
% by minopf.mex$(PLATFORM)
c1 =3D [PQ, PV, REF, NONE, BUS_I, BUS_TYPE, PD, QD, GS, BS, BUS_AREA,=20=
VM, ...
=A0=A0=A0=A0=A0 VA, BASE_KV, ZONE, VMAX, VMIN, LAM_P, LAM_Q, MU_VMAX, =
MU_VMIN];
c2 =3D [GEN_BUS, PG, QG, QMAX, QMIN, VG, MBASE, ...
=A0=A0=A0=A0=A0=A0=A0 GEN_STATUS, PMAX, PMIN, MU_PMAX, MU_PMIN, =
MU_QMAX, MU_QMIN];
c3 =3D [PW_LINEAR, POLYNOMIAL, MODEL, STARTUP, SHUTDOWN, NCOST, COST];
c4 =3D [F_BUS, T_BUS, BR_R, BR_X, BR_B, RATE_A, RATE_B, ...
=A0=A0=A0=A0=A0=A0=A0 RATE_C, TAP, SHIFT, BR_STATUS, PF, QF, PT, QT, =
MU_SF, MU_ST];
col =3D [ c1 c2 c3 c4];
=A0
% Definition of indexes into optimization variable vector and =
contraint
% vector.
typo--'constraint'
=A0
Regards,
=A0
Pan Wei
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Thanks again. These changes have all been included for the next
release.
Ray
On Sep 15, 2004, at 11:45 AM, Pan Wei wrote:
<excerpt><fontfamily><param>Times New Roman</param>Hi, ray:</fontfamily>
<fontfamily><param>Times New Roman</param>Please check the =
following:</fontfamily>
=A0
<fontfamily><param>Times New Roman</param>genform around line =
145</fontfamily>
<fontfamily><param>Times New Roman</param>% opf('case9', =
mpopt)</fontfamily>
<fontfamily><param>Times New Roman</param>opf('case9', A, l, u, =
mpopt)</fontfamily>
<fontfamily><param>Times New Roman</param>Maybe, the corresponding
part in the manual page 13 should also be changed.</fontfamily>
=A0
<fontfamily><param>Times New Roman</param>Is it the time to complete
the 'Usage:' of opf in the help section?</fontfamily>
<fontfamily><param>Times New Roman</param>Copy it from =
fmincopf?</fontfamily>
=A0
<fontfamily><param>Times New Roman</param>The following codes can be
removed from fmincopf now?.</fontfamily>
<fontfamily><param>Times New Roman</param>% Form vector of indexes
into table columns; this vector is needed</fontfamily>
<fontfamily><param>Times New Roman</param>% by =
minopf.mex$(PLATFORM)</fontfamily>
<fontfamily><param>Times New Roman</param>c1 =3D [PQ, PV, REF, NONE,
BUS_I, BUS_TYPE, PD, QD, GS, BS, BUS_AREA, VM, ...</fontfamily>
<fontfamily><param>Times New Roman</param>=A0=A0=A0=A0=A0 VA, BASE_KV, =
ZONE,
VMAX, VMIN, LAM_P, LAM_Q, MU_VMAX, MU_VMIN];</fontfamily>
<fontfamily><param>Times New Roman</param>c2 =3D [GEN_BUS, PG, QG, QMAX,
QMIN, VG, MBASE, ...</fontfamily>
<fontfamily><param>Times New Roman</param>=A0=A0=A0=A0=A0=A0=A0 =
GEN_STATUS, PMAX,
PMIN, MU_PMAX, MU_PMIN, MU_QMAX, MU_QMIN];</fontfamily>
<fontfamily><param>Times New Roman</param>c3 =3D [PW_LINEAR, POLYNOMIAL,
MODEL, STARTUP, SHUTDOWN, NCOST, COST];</fontfamily>
<fontfamily><param>Times New Roman</param>c4 =3D [F_BUS, T_BUS, BR_R,
BR_X, BR_B, RATE_A, RATE_B, ...</fontfamily>
<fontfamily><param>Times New Roman</param>=A0=A0=A0=A0=A0=A0=A0 RATE_C, =
TAP, SHIFT,
BR_STATUS, PF, QF, PT, QT, MU_SF, MU_ST];</fontfamily>
<fontfamily><param>Times New Roman</param>col =3D [ c1 c2 c3 =
c4];</fontfamily>
=A0
<fontfamily><param>Times New Roman</param>% Definition of indexes into
optimization variable vector and contraint </fontfamily>
<fontfamily><param>Times New Roman</param>% vector.</fontfamily>
<fontfamily><param>Times New =
Roman</param>typo--'constraint'</fontfamily>
=A0
<fontfamily><param>Times New Roman</param>Regards,</fontfamily>
=A0
<fontfamily><param>Times New Roman</param>Pan Wei</fontfamily>
</excerpt>=
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Thanks.
On Sep 19, 2004, at 3:39 AM, Pan Wei wrote:
Ray:
=A0=A0 fmincopf and mopf don't exploit opfsoln. I think the related =
codes
weren't properly encapsulated...
Yes. Most of the work done by opfsoln was handled inside the minopf MEX=20=
file in the case of mopf. I realize there is some duplication of code=20
between the handling of the new formulation in fmincopf.m and the old=20
formulation which used opfsoln.m. Unfortunately, we didn't have time to=20=
completely refactor things. Anyway due to the different formulation and=20=
the different way of returning the lambdas, the code duplication is not=20=
that much. If we ever back-port the new formulation to the older=20
solvers, copf and lpopf, that would be the time to refactor this stuff.
=A0=A0 I made a minor change in fmincopf around line 415 (same in =
mopf).
Please check it.
This is fine, though not strictly necessary. The current code works=20
correctly for empty offgen and offbranch. So I guess it's a matter of=20
style.
Ray=
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Thanks.
On Sep 19, 2004, at 3:39 AM, Pan Wei wrote:
<excerpt><fontfamily><param>Times New Roman</param>Ray:</fontfamily>
<fontfamily><param>Times New Roman</param>=A0=A0 fmincopf and mopf don't
exploit opfsoln. I think the related codes</fontfamily>
<fontfamily><param>Times New Roman</param> weren't properly
encapsulated...
</fontfamily></excerpt>
Yes. Most of the work done by opfsoln was handled inside the minopf
MEX file in the case of mopf. I realize there is some duplication of
code between the handling of the new formulation in fmincopf.m and the
old formulation which used opfsoln.m. Unfortunately, we didn't have
time to completely refactor things. Anyway due to the different
formulation and the different way of returning the lambdas, the code
duplication is not that much. If we ever back-port the new formulation
to the older solvers, copf and lpopf, that would be the time to
refactor this stuff.
<excerpt><fontfamily><param>Times New Roman</param>=A0=A0 I made a minor
change in fmincopf around line 415 (same in mopf).</fontfamily>
<fontfamily><param>Times New Roman</param> Please check it.</fontfamily>
</excerpt>
This is fine, though not strictly necessary. The current code works
correctly for empty offgen and offbranch. So I guess it's a matter of
style.
Ray=
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To: MATPOWER List <[email protected]>
From: Ray Zimmerman <[email protected]>
Subject: ANNOUNCE: MATPOWER 3.0b3
Date: Tue, 21 Sep 2004 07:59:53 -0400
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MATPOWER 3.0b3 is available for download from the MATPOWER home page ...
http://www.pserc.cornell.edu/matpower/
The main differences from 3.0b2 are ...
- Fixed bug in grad_std.m, introduced in 3.0b2, which prevented
constr
and LP-based OPF solvers from working for polynomial cost
functions.
- Enhancements to cdf2matp.m and savecase.m cleanup and
documentation
of case files.
See the details of the changes at:
http://www.pserc.cornell.edu/matpower/CHANGES.txt
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Wed Sep 22 05:21:00 2004
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From: "Pan Wei" <[email protected]>
To: <[email protected]>
Cc: "Ray Zimmerman" <[email protected]>
References: <[email protected]>
Subject: Re: ANNOUNCE: MATPOWER 3.0b3
Date: Wed, 22 Sep 2004 17:22:12 +0800
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filename="cdf2matp.m"
% function cdf2matpf(cdf_file, matp_file)=0A=
function cdf2matpf(varargin)=0A=
%CDF2MATP Converts data from IEEE Common Data Format to MATPOWER format.=0A=
%=0A=
% cdf2matp -> prompts for input & output file =
names=0A=
% cdf2matp(cdf_file, matp_file) -> uses specified file names=0A=
% =0A=
% Optional arguments are the names of the input IEEE CDF file and the=0A=
% output MATPOWER case file. If these are not given you will be prompted=0A=
% to enter them.=0A=
%=0A=
% The IEEE CDF does not include some data need to run an optimal power=0A=
% flow. This script creates default values for some of this data as=0A=
% follows:=0A=
% =0A=
% Bus data:=0A=
% Vmin =3D 0.94 p.u.=0A=
% Vmax =3D 1.06 p.u.=0A=
% Gen data:=0A=
% Pmin =3D 0 MW=0A=
% Pmax =3D Pg + baseMVA=0A=
% Gen cost data:=0A=
% Quadratic costs with:=0A=
% c2 =3D 10 / Pg, c1 =3D 20, c0 =3D 0, if Pg is non-zero, and=0A=
% c2 =3D 0.01, c1 =3D 40, c0 =3D 0, if Pg is zero=0A=
% This should yield an OPF solution "close" to the=0A=
% existing solution (assuming it is a solved case)=0A=
% with lambdas near $40/MWh. See 'help caseformat'=0A=
% for details on the cost curve format.=0A=
%=0A=
% CDF2MATP may modify some of the data which are "infeasible" for =0A=
% running optimal power flow. If so, warning information will be =0A=
% printed out on screen.=0A=
%=0A=
% Note: since our code can not handle transformers with variable tap, =0A=
% you may not expect to get exactly the same power flow solution =0A=
% using converted data. This is the case when we converted=0A=
% ieee300.cdf=0A=
=0A=
% MATPOWER=0A=
% $Id: cdf2matp.m,v 1.11 2004/09/21 01:41:31 ray Exp $=0A=
% by Deqiang (David) Gan, PSERC Cornell & Zhejiang University=0A=
% Copyright (c) 1996-2004 by Power System Engineering Research Center =
(PSERC)=0A=
% See http://www.pserc.cornell.edu/matpower/ for more info.=0A=
=0A=
%% define named indices into bus, gen, branch matrices=0A=
[PQ, PV, REF, NONE, BUS_I, BUS_TYPE, PD, QD, GS, BS, BUS_AREA, VM, ...=0A=
VA, BASE_KV, ZONE, VMAX, VMIN, LAM_P, LAM_Q, MU_VMAX, MU_VMIN] =3D =
idx_bus;=0A=
[GEN_BUS, PG, QG, QMAX, QMIN, VG, MBASE, ...=0A=
GEN_STATUS, PMAX, PMIN, MU_PMAX, MU_PMIN, MU_QMAX, MU_QMIN] =3D =
idx_gen;=0A=
[F_BUS, T_BUS, BR_R, BR_X, BR_B, RATE_A, RATE_B, ...=0A=
RATE_C, TAP, SHIFT, BR_STATUS, PF, QF, PT, QT, MU_SF, MU_ST] =3D =
idx_brch;=0A=
[PW_LINEAR, POLYNOMIAL, MODEL, STARTUP, SHUTDOWN, N, COST] =3D idx_cost;=0A=
[AREA_I, PRICE_REF_BUS] =3D idx_area;=0A=
=0A=
rev =3D '$Revision: 1.11 $';=0A=
=0A=
% ----- get the original load flow data -----=0A=
% if isempty(cdf_file)=0A=
% cdf_file =3D input('Please enter IEEE Common Data Format file =
name : ', 's');=0A=
% end=0A=
% if isempty(matp_file)=0A=
% matp_file =3D input('Please enter MATPOWER file name =
: ', 's');=0A=
% end=0A=
switch nargin=0A=
case 0,=0A=
cdf_file =3D input('Please enter IEEE Common Data Format file name =
: ', 's');=0A=
matp_file =3D input('Please enter MATPOWER file name =
: ', 's');=0A=
case 1,=0A=
cdf_file =3D varargin{1};=0A=
matp_file =3D input('Please enter MATPOWER file name =
: ', 's');=0A=
case 2,=0A=
cdf_file =3D varargin{1};=0A=
matp_file =3D varargin{2};=0A=
otherwise,=0A=
disp('Improper call to function "cdf2matp". Please see "help =
cdf2matp" for more information.');=0A=
break;=0A=
end=0A=
=0A=
fid =3D fopen(cdf_file, 'r');=0A=
=0A=
% set up some comments=0A=
comments =3D { sprintf('%s', upper(matp_file(1:end-2))), ...=0A=
' Please see ''help caseformat'' for details on the case file =
format.', ...=0A=
' This data was converted from IEEE Common Data Format', ...=0A=
sprintf(' (%s) on %s by cdf2matp, rev. %s', cdf_file, date, =
rev(12:end-2)), ...=0A=
' See end of file for warnings generated during conversion.', ...=0A=
'' };=0A=
warnings =3D {};=0A=
=0A=
% get baseMVA=0A=
while 1=0A=
title =3D fgetl(fid);=0A=
if length(findstr(title, '/'))=3D=3D2 % make sure it's a real cdf =
file title=0A=
comments{end+1} =3D title;=0A=
baseMVA =3D str2num(title(32:37)); break;=0A=
end=0A=
end=0A=
=0A=
% find string 'BUS DATA FOLLOWS'=0A=
while 1 =0A=
line =3D fgetl(fid);=0A=
if line(1:16) =3D=3D 'BUS DATA FOLLOWS', break, end=0A=
end=0A=
=0A=
% ----- get bus data, feed them into matrix bus, gen, gencost, and areas=0A=
ibus =3D 0;=0A=
igen =3D 0;=0A=
iarea =3D 0;=0A=
areas=3D[];=0A=
=0A=
while 1=0A=
line =3D fgetl(fid);=0A=
if line(1:4) =3D=3D '-999', break, end=0A=
=0A=
% feed bus data=0A=
ibus =3D ibus + 1;=0A=
bus(ibus, BUS_I) =3D str2num(line(1:4)); % bus number=0A=
bus(ibus, BUS_TYPE) =3D str2num(line(25:26));=0A=
if bus(ibus, BUS_TYPE) =3D=3D 0 % bus type=0A=
bus(ibus, BUS_TYPE) =3D 1;=0A=
end=0A=
if (bus(ibus, BUS_TYPE) < 2) % Pd=0A=
bus(ibus, PD) =3D str2num(line(41:49)) - str2num(line(60:67)); =0A=
elseif (bus(ibus, BUS_TYPE) >=3D 2)=0A=
bus(ibus, PD) =3D str2num(line(41:49));=0A=
end=0A=
bus(ibus, QD) =3D str2num(line(50:59)); % Qd=0A=
bus(ibus, GS) =3D baseMVA*str2num(line(107:114)); % Gs=0A=
bus(ibus, BS) =3D baseMVA*str2num(line(115:122)); % Bs=0A=
bus(ibus, BUS_AREA) =3D str2num(line(19:20)); % area=0A=
bus(ibus, VM) =3D str2num(line(28:33)); % Vm=0A=
bus(ibus, VA) =3D str2num(line(34:40)); % Va=0A=
bus(ibus, BASE_KV) =3D str2num(line(77:83)); % baseKV=0A=
bus(ibus, ZONE) =3D str2num(line(21:23)); % zone=0A=
bus(ibus, VMAX) =3D 1.06; % default voltage =
upper limit=0A=
bus(ibus, VMIN) =3D 0.94; % default voltage =
lower limit=0A=
=0A=
% feed gen and gencost=0A=
Pg =3D str2num(line(60:67)); =0A=
Qg =3D str2num(line(68:75));=0A=
Qmax =3D str2num(line(91:98)); =0A=
Qmin =3D str2num(line(99:106));=0A=
if bus(ibus, BUS_TYPE) >=3D 2=0A=
igen =3D igen + 1;=0A=
if bus(ibus, BUS_TYPE) =3D=3D 3, refgen =3D igen; end=0A=
gen(igen, GEN_BUS) =3D bus(ibus, BUS_I); % bus number=0A=
gen(igen, PG) =3D Pg; % Pg=0A=
if gen(igen, PG) < 0 % negative Pg is =
transformed as load=0A=
bus(ibus, PD) =3D bus(ibus, PD) - gen(igen, PG);=0A=
warnings{end+1} =3D sprintf('***** negative Pg at bus %g =
treated as Pd', bus(ibus, BUS_I));=0A=
fprintf('\n %s', warnings{end});=0A=
gen(igen, PG) =3D 0;=0A=
end=0A=
gen(igen, QG) =3D Qg; % Qg=0A=
gen(igen, QMAX) =3D Qmax; % Qmax=0A=
gen(igen, QMIN) =3D Qmin; % Qmin=0A=
if Qmax - Qmin < 0.01 % Qmax is modified=0A=
gen(igen, QMAX) =3D Qmin + 0.1 * baseMVA;=0A=
warnings{end+1} =3D sprintf('***** Qmax =3D Qmin at =
generator at bus %4i (Qmax set to Qmin + %g)', bus(ibus, BUS_I), =
baseMVA/10);=0A=
fprintf('\n %s', warnings{end});=0A=
end=0A=
gen(igen, VG) =3D str2num(line(85:90)); % specified voltage=0A=
gen(igen, MBASE) =3D baseMVA; % baseMVA=0A=
gen(igen, GEN_STATUS) =3D 1; % default status =
is 'on'=0A=
gen(igen, PMAX) =3D gen(igen, 2) + baseMVA; % Pmax=0A=
gen(igen, PMIN) =3D 0; % Pmin =3D 0 by =
default=0A=
=0A=
gencost(igen, MODEL) =3D POLYNOMIAL; % by default, sets =
the model as polynomial=0A=
gencost(igen, STARTUP) =3D 0; % start up cost is =
zero by default=0A=
gencost(igen, SHUTDOWN) =3D 0; % shut down cost =
is zero by default=0A=
gencost(igen, N) =3D 3; % number of =
coefficients in polynomial cost=0A=
% gencost(igen, COST) =3D 0.01; % default c2=0A=
% gencost(igen, COST+1) =3D 0.3; % default c1=0A=
% gencost(igen, COST+2) =3D 0.2; % default c0=0A=
end=0A=
=0A=
% feed area data ***** note: this part of code is =
under construction=0A=
if isempty(areas) =3D=3D 1=0A=
warnings{end+1} =3D sprintf('***** area data conversion not yet =
implemented (creating dummy area data)');=0A=
fprintf('\n %s', warnings{end});=0A=
iarea =3D iarea +1;=0A=
areas(iarea, AREA_I) =3D bus(ibus, 7);=0A=
areas(iarea, PRICE_REF_BUS) =3D bus(ibus, 1);=0A=
end=0A=
end=0A=
=0A=
totload =3D sum(bus(:, PD)); =0A=
totgen =3D sum(gen(:, PG));=0A=
if totgen < 1.04 * totload=0A=
gen(refgen, PMAX) =3D gen(refgen, PG) + 1.1 * totload - totgen; % =
Pg at slack bus is modified=0A=
warnings{end+1} =3D sprintf('***** Insufficient generation, setting =
Pmax at slack bus (bus %d) to %g', gen(refgen, [GEN_BUS, PMAX]));=0A=
fprintf('\n %s', warnings{end});=0A=
end=0A=
=0A=
% ----- set up the cost coefficients of generators=0A=
ng =3D size(gen, 1);=0A=
% gencost(:, COST) =3D zeros(ng, 1);=0A=
% gencost(:, COST+1) =3D 100*ones(ng, 1) ./ (gen(:, PG) + 10*ones(ng, =
1));=0A=
% gencost(:, COST+2) =3D 100*ones(ng, 1) ./ (gen(:, PG) + 10*ones(ng, =
1));=0A=
zg =3D find(gen(:, PG) =3D=3D 0); %% for Pg =3D 0=0A=
gencost(zg, COST) =3D 0.01 * ones(size(zg));=0A=
gencost(zg, COST+1) =3D 40 * ones(size(zg));=0A=
nzg =3D find(gen(:, PG) ~=3D 0); %% Pg non-zero=0A=
gencost(nzg, COST) =3D 10 * ones(size(nzg)) ./ gen(nzg, PG);=0A=
gencost(nzg, COST+1) =3D 20 * ones(size(nzg));=0A=
gencost(:, COST+2) =3D zeros(ng, 1);=0A=
=0A=
% find string 'BRANCH DATA FOLLOWS'=0A=
while 1 =0A=
line =3D fgetl(fid);=0A=
if line(1:19) =3D=3D 'BRANCH DATA FOLLOWS', break, end=0A=
end=0A=
=0A=
% ----- get branch data, feed them into matrix branch=0A=
k =3D 0;=0A=
while 1=0A=
line =3D fgetl(fid);=0A=
if line(1:4) =3D=3D '-999', break, end=0A=
=0A=
k =3D k + 1;=0A=
branch(k, F_BUS) =3D str2num(line(1:4)); % fbus (also the tap =
bus)=0A=
branch(k, T_BUS) =3D str2num(line(6:9)); % tbus=0A=
branch(k, BR_R) =3D str2num(line(20:29)); % R=0A=
branch(k, BR_X) =3D str2num(line(30:40)); % X=0A=
branch(k, BR_B) =3D str2num(line(41:50)); % B=0A=
branch(k, RATE_A) =3D str2num(line(51:55)); % RATE A=0A=
if branch(k, RATE_A) < 0.000001=0A=
branch(k, RATE_A) =3D 99 * baseMVA; % RATE A is modified=0A=
warnings{end+1} =3D sprintf('***** MVA limit of branch %d - %d =
not given, set to %g', branch(k, [1, 2, 6]));=0A=
fprintf('\n %s', warnings{end});=0A=
end=0A=
branch(k, RATE_B) =3D str2num(line(57:61)); % RATE B=0A=
branch(k, RATE_C) =3D str2num(line(63:67)); % RATE C=0A=
branch(k, TAP) =3D str2num(line(77:82)); % transformer turns =
ratio=0A=
branch(k, SHIFT) =3D 0; % phase shifter can =
not be modelled=0A=
branch(k, BR_STATUS) =3D 1; % by default, branch =
is on=0A=
end=0A=
fprintf('\n');=0A=
fclose(fid);=0A=
=0A=
% ----- write data in MATPOWER format -----=0A=
matp_file =3D savecase(matp_file, comments, baseMVA, bus, gen, branch, =
areas, gencost);=0A=
=0A=
% print conversion warnings as comments=0A=
if ~isempty(warnings)=0A=
if length(matp_file) > 4=0A=
if ~strcmp(matp_file(end-3:end), '.mat')=0A=
fid =3D fopen(matp_file, 'at'); % open for append=0A=
fprintf(fid, '\n%% Warnings from cdf2matp =
conversion:\n%%\n');=0A=
for i=3D1:length(warnings)=0A=
fprintf(fid, '%% %s\n', warnings{i});=0A=
end=0A=
fclose(fid);=0A=
end=0A=
end=0A=
end=0A=
=0A=
return;=0A=
=0A=
% to do:=0A=
% areas is not properly set up, this should not affect most of =
applications=0A=
% PTI format can not be handled=0A=
------=_NextPart_000_0010_01C4A0C8.B2874790--
From [email protected] Wed Sep 22 10:28:29 2004
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From: Ray Zimmerman <[email protected]>
Subject: Re: ANNOUNCE: MATPOWER 3.0b3
Date: Wed, 22 Sep 2004 10:28:24 -0400
To: [email protected]
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On Sep 22, 2004, at 5:22 AM, Pan Wei wrote:
When I typed 'cdf2matp', it did not work! Please check my
modification : line 2, line 65~78.
Right, thanks. For the sake of others, cdf2matp works just fine if you
pass in the filenames. Running it with no parameters, which used to be
the only option, gives an error in this version (guess I didn't test
that after making the changes).
In opf at line 2, 'lu' should be 'lub'
Actually, it should be 'lbu', but thanks. Good catch. For the sake of
others, this only affects you if you are writing code that calls opf.m
directly with additional linear constraints and .
Ray Zimmerman
Director, Laboratory for Experimental Economics and Decision Research
428-B Phillips Hall, Cornell University, Ithaca, NY 14853
phone: (607) 255-9645
From [email protected] Thu Oct 7 13:48:56 2004
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From: "vasco" <[email protected]>
To: <[email protected]>
Subject: I Need some Help
Date: Thu, 7 Oct 2004 18:48:45 +0100
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=20
My name is Vasco Santos, I=B4m a electric engineer, professor in =
Instituto
Politecnico de Viseu in Portugal. I=B4m also a Ph. Student in =
Universidade
de Coimbra. I=B4m writing this mail because I some help. I need a matlab
function that can simulate the voltage THD (total harmonic distortion)
in each bus of a electric system when there are Non Linear loads
connected to the system (Harmonic Load Flow ). =20
=20
Thank you all for your time=85
=20
Best regards
=20
Vasco Santos
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<p class=3DMsoNormal><font size=3D2 face=3DArial><span lang=3DEN-GB =
style=3D'font-size:
10.0pt;font-family:Arial;mso-ansi-language:EN-GB'>My name is Vasco =
Santos, <span
class=3DSpellE>I=B4m</span> <span class=3DGramE>a</span> electric =
engineer, professor
in <span class=3DSpellE>Instituto</span> <span =
class=3DSpellE>Politecnico</span> de
<span class=3DSpellE>Viseu</span> in =
</span></font><st1:country-region><st1:place><font
size=3D2 face=3DArial><span lang=3DEN-GB =
style=3D'font-size:10.0pt;font-family:Arial;
=
mso-ansi-language:EN-GB'>Portugal</span></font></st1:place></st1:country-=
region><font
size=3D2 face=3DArial><span lang=3DEN-GB =
style=3D'font-size:10.0pt;font-family:Arial;
mso-ansi-language:EN-GB'>. <span class=3DSpellE><span =
class=3DGramE>I=B4m</span></span><span
class=3DGramE> also a Ph. Student in <span =
class=3DSpellE>Universidade</span> de <span
class=3DSpellE>Coimbra</span>.</span> <span class=3DSpellE>I=B4m</span> =
writing this
mail because I some help. I need a <span class=3DSpellE><b =
style=3D'mso-bidi-font-weight:
normal'><span =
style=3D'font-weight:bold;mso-bidi-font-weight:normal'>matlab</span></b><=
/span>
function that can simulate the voltage THD (total harmonic distortion) =
in each
bus of a electric system when there are Non Linear loads connected to =
the system
(Harmonic Load <span class=3DGramE>Flow )</span>. <span
style=3D'mso-spacerun:yes'>=A0</span><span =
style=3D'mso-spacerun:yes'>=A0</span><o:p></o:p></span></font></p>
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style=3D'font-size:
10.0pt;font-family:Arial;mso-ansi-language:EN-GB'>Thank you all for your =
time…<o:p></o:p></span></font></p>
<p class=3DMsoNormal><font size=3D2 face=3DArial><span lang=3DEN-GB =
style=3D'font-size:
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From [email protected] Sun Oct 10 11:01:52 2004
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From: "Roman Korab" <[email protected]>
To: <[email protected]>
Subject: Fw: minopf
Date: Sun, 10 Oct 2004 16:59:34 +0200
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Hello MATPOWER users!
Minopf works perfectly! I have solved OPF problem for 2383-bus system =
(the case file is included). To do this I increased a number of MINOS =
major and minor iterations to 9000 and 90000 adequately. But I can't =
solve DC-OPF problem for this case. I don't know why. Maybe somebody =
knows?
Regards
Roman Korab
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<DIV><FONT face=3DArial size=3D2>Hello MATPOWER users!</FONT></DIV>
<DIV><FONT face=3DArial size=3D2></FONT> </DIV>
<DIV><FONT face=3DArial size=3D2>Minopf works perfectly! I have solved =
OPF problem=20
for 2383-bus system (the case file is included). To do this I increased =
a number=20
of MINOS major and minor iterations to 9000 and 90000 adequately. But I =
can't=20
solve DC-OPF problem for this case. I don't know why. Maybe somebody=20
knows?</FONT></DIV>
<DIV><FONT face=3DArial size=3D2></FONT> </DIV>
<DIV><FONT face=3DArial size=3D2>Regards</FONT></DIV>
<DIV><FONT face=3DArial size=3D2></FONT> </DIV>
<DIV><FONT face=3DArial size=3D2>Roman Korab</FONT></DIV></BODY></HTML>
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function [baseMVA, bus, gen, branch, area, gencost] = zsw_99_00b_wyniki
%%----- Power Flow Data -----%%
%% system MVA base
baseMVA = 100.0000;
%% bus data
% type Pd Qd Gs Bs area Vm Va baseKV
zone Vmax Vmin
bus = [
1 1 0 0 0 0 1 1.09458772
-1.49476773 220 1 1.11 0.95
2 1 0 0 0 0 1 1.08536108
-1.01013126 220 1 1.11 0.95
3 1 0 0 0 0 1 1.07457018
-26.20818509 220 1 1.11 0.95
4 1 0 0 0 0 1 1.07141221
-8.51647626 220 1 1.11 0.95
5 1 0 0 0 0 1 1.0665303
-18.99744958 220 1 1.11 0.95
6 1 0 0 0 0 1 1.02358631
-13.82234255 400 1 1.05 0.95
7 1 0 0 0 0 1 1.05977422
-21.44370267 220 1 1.11 0.95
8 1 0 0 0 0 1 1.02746582
-10.38028903 400 1 1.05 0.95
9 1 0 0 0 0 1 1.03569688
-16.87610498 400 1 1.05 0.95
10 2 12.23 9 0 0 1 1.10823105
-20.6499038 220 1 1.11 0.95
11 1 0 0 0 0 1 1.07777201
-7.06413959 220 1 1.11 0.95
12 1 0 0 0 0 1 1.06684449
-23.9176654 220 1 1.11 0.95
13 1 0 0 0 0 1 1.06519822
-21.48971439 220 1 1.11 0.95
14 1 0 0 0 0 1 1.06635877
-5.06976802 220 1 1.11 0.95
15 1 0 0 0 0 1 1.0094205
-15.31881437 400 1 1.05 0.95
16 2 54.88 100 0 0 1 1.09740083
-0.98470838 220 1 1.11 0.95
17 2 77 150 0 0 1 1.09102668
-0.14840674 220 1 1.11 0.95
18 3 153 350 0 0 1 1.03371287 0
400 1 1.05 0.95
19 1 0 0 0 0 1 1.06592953
-22.68567736 220 1 1.11 0.95
20 1 0 0 0 0 1 1.03712711
-1.93687165 400 1 1.05 0.95
21 1 0 0 0 0 1 1.05944844
-21.87479843 220 1 1.11 0.95
22 1 0 0 0 0 1 1.08140607
-12.38874013 220 1 1.11 0.95
23 1 0 0 0 0 1 1.06235606
-16.68458604 220 2 1.11 0.95
24 1 0 0 0 0 1 1.05447727
-12.1018624 220 2 1.11 0.95
25 1 0 0 0 0 1 1.05663122
-10.62375844 220 2 1.11 0.95
26 1 0 0 0 0 1 1.05140894
-19.52007175 220 2 1.11 0.95
27 1 0 0 0 0 1 1.06587896
-10.24811115 220 2 1.11 0.95
28 1 0 0 0 0 1 1.06585279
-10.24311536 220 2 1.11 0.95
29 2 25.98 60 0 0 1 1.09671041
-15.34006897 220 2 1.11 0.95
30 2 25.98 60 0 0 1 1.09670371
-15.34079295 220 2 1.11 0.95
31 2 20.98 50 0 0 1 1.02144219
-10.73099059 400 2 1.05 0.95
32 1 0 0 0 0 1 1.02143879
-10.77022061 400 2 1.05 0.95
33 1 0 0 0 0 1 1.06034183
-11.00775903 220 2 1.11 0.95
34 1 0 0 0 0 1 1.0437449
-10.31394937 400 2 1.05 0.95
35 1 0 0 0 0 1 1.04377128
-10.32196168 400 2 1.05 0.95
36 1 0 0 0 0 1 1.00362354
-14.01990815 400 2 1.05 0.95
37 1 0 0 0 0 1 1.06175379
-17.65357971 220 2 1.11 0.95
38 1 0 0 0 0 1 1.0617576
-17.65254263 220 2 1.11 0.95
39 1 0 0 0 0 1 1.01542692
-9.44240405 400 2 1.05 0.95
40 1 0 0 0 0 1 1.0154039
-9.43207409 400 2 1.05 0.95
41 2 11.99 30 0 0 1 1.06087755
-8.49798593 220 2 1.11 0.95
42 2 11.99 30 0 0 1 1.06086136
-8.51046558 220 2 1.11 0.95
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1786 1 1.21 0.5 0 0 1 1.087645
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1787 1 10.22 2.8 0 0 1 1.10405247
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1788 2 20.55 3.7 0 0 1 1.07188022
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1789 1 5.5 6.6 0 0 1 1.09427733
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1790 1 0 0 0 0 1 1.09428054
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1791 1 3.41 0.5 0 0 1 1.08731937
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1792 1 5.39 0.8 0 0 1 1.09965722
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1793 2 8.79 4.8 0 0 1 0.99315649
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1794 1 9.45 2.6 0 0 1 0.99633054
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1795 1 23.19 5.2 0 0 1 1.08701342
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1796 1 15.39 6 0 0 1 0.99652752
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1797 1 0 0 0 0 1 1.08646451
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1798 1 5.5 1.6 0 0 1 1.08646303
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1799 2 8.46 2.1 0 0 1 1.08473962
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1800 1 5.39 0 0 0 1 1.10055248
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1801 1 6.6 1.5 0 0 1 1.09373149
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1802 1 0 0 0 0 1 1.05505733
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1803 1 5.5 1.6 0 0 1 1.05505581
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1804 1 9.45 2.5 0 0 1 1.06269465
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1805 1 13.41 3.4 0 0 1 1.06545057
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1806 1 5.61 2.7 0 0 1 1.02272149
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1807 2 19.35 2 0 0 1 1.10941192
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1808 1 4.4 0.5 0 0 1 1.11542693
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1809 1 4.4 1 0 0 1 1.09822457
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1810 1 9.89 3 0 0 1 1.09911749
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1813 1 0.44 0.1 0 0 1 1.10513013
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1814 1 0 0 0 0 1 1.07574249
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1815 1 25.83 4.8 0 0 1 1.07573803
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1816 1 5.28 0.7 0 0 1 1.09104478
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1817 1 7.69 0.5 0 0 1 1.09540135
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1818 1 10.66 1.4 0 0 1 1.09123966
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1819 1 15.06 2 0 0 1 1.09090656
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1820 1 16.49 2.3 0 0 1 1.0736305
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1821 1 5.5 1.8 0 0 1 1.10441722
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1822 1 0 0 0 0 1 1.11289681
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1823 1 0 0 0 0 1 1.1092734
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1824 1 9.12 2.5 0 0 1 1.08727229
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1825 1 2.86 0.8 0 0 1 1.02307115
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1826 1 7.14 1.6 0 0 1 1.08377202
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1827 1 3.63 0.8 0 0 1 1.10534657
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1828 1 11.98 3.7 0 0 1 1.10492439
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1829 1 7.69 2 0 0 1 1.10629268
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1830 1 12.09 3 0 0 1 1.11559797
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1831 1 4.4 1.6 0 0 1 1.09244015
-43.65022591 110 4 1.12 0.95
1832 1 9.34 1.8 0 0 1 1.11386929
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1833 1 7.36 3.8 0 0 1 1.04193179
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1834 1 8.79 1.6 0 0 1 1.09509748
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1835 1 0 0 0 0 1 1.05888782
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1836 1 5.5 1.4 0 0 1 1.06523792
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1837 1 12.19 3.1 0 0 1 1.07735178
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1838 1 0.55 0 0 0 1 1.11596273
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1839 1 6.6 3 0 0 1 1.11921535
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1840 1 0 0 0 0 1 1.12 -24.61084051
110 4 1.12 0.95
1841 1 7.14 1.4 0 0 1 1.03975473
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1842 1 2.86 0.5 0 0 1 1.068962
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1843 1 13.63 2 0 0 1 1.03398563
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1844 2 11.76 1.1 0 0 1 1.08917601
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1845 2 21.43 5.5 0 0 1 1.10643913
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1846 1 0 0 0 0 1 1.10780429
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1847 1 17.59 4.2 0 0 1 1.08565975
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1848 1 2.86 0.8 0 0 1 1.08877037
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1849 1 7.47 2.1 0 0 1 1.08876552
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1850 1 7.91 1.9 0 0 1 1.0534908
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1851 1 0 0 0 0 1 1.09747207
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1852 1 7.91 0.2 0 0 1 1.09710299
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1853 1 4.4 4.4 0 0 1 1.08285844
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1854 1 14.51 3.3 0 0 1 1.10206301
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1855 1 9.34 0 0 0 1 1.10005221
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1856 1 8.67 2.5 0 0 1 1.0651641
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1857 1 4.4 1.3 0 0 1 1.11128239
-36.89271533 110 4 1.12 0.95
1858 1 4.18 1.5 0 0 1 1.01674937
-48.88895 110 4 1.12 0.95
1859 1 10.11 3.9 0 0 1 1.09291823
-42.53216662 110 4 1.12 0.95
1860 1 8.02 1.9 0 0 1 1.05809647
-37.65885683 110 4 1.12 0.95
1861 1 14.4 4.3 0 0 1 1.06673216
-39.31931444 110 4 1.12 0.95
1862 1 17.04 5 0 0 1 1.05445572
-37.97972442 110 4 1.12 0.95
1863 1 16.59 4.3 0 0 1 1.11234323
-19.23963431 110 4 1.12 0.95
1864 1 9.12 2.9 0 0 1 1.08403563
-44.22825163 110 4 1.12 0.95
1865 1 0 0 0 0 1 1.10513358
-29.04777616 110 4 1.12 0.95
1866 1 11.54 2 0 0 1 1.10513177
-29.04831754 110 4 1.12 0.95
1867 1 13.85 1.1 0 0 1 1.03022123
-40.66906514 110 4 1.12 0.95
1868 1 9.67 1.5 0 0 1 1.07684391
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1869 1 9.89 3.1 0 0 1 1.03511087
-31.83483941 110 4 1.12 0.95
1870 2 5.28 0.9 0 0 1 1.03963569
-39.96815057 110 4 1.12 0.95
1871 2 22.09 3.1 0 0 1 1.07215513
-28.87820622 110 4 1.12 0.95
1872 1 0 0 0 0 1 1.10324399
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1873 1 24.17 3.3 0 0 1 1.07948467
-27.92710534 110 4 1.12 0.95
1874 2 13.95 3.2 0 0 1 1.07230464
-38.31643511 110 4 1.12 0.95
1875 2 22.64 5.7 0 0 1 1.02237106
-32.82401603 110 4 1.12 0.95
1876 1 25.28 4.9 0 0 1 1.00760335
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1877 1 0 0 0 0 1 1.02702572
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1878 1 0 0 0 0 1 1.0027572
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1879 1 12.64 4 0 0 1 0.98672124
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1880 1 0 0 0 0 1 1.08615901
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1881 1 0 0 0 0 1 1.10119097
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1882 2 12.86 8.5 0 0 1 1.12 -19.28343935
110 4 1.12 0.95
1883 2 12.86 8.5 0 0 1 1.12 -26.56169282
110 4 1.12 0.95
1884 1 8.24 0 0 0 1 1.09676247
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1885 1 0 0 0 0 1 1.09299395
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1886 1 8.79 1.5 0 0 1 1.11801739
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1887 1 0 0 0 0 1 1.11955133
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1888 1 13.07 2.8 0 0 1 1.10404564
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1889 1 17.04 2.9 0 0 1 1.11689361
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1890 1 0.55 0.1 0 0 1 1.11689352
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1891 1 2.97 0 0 0 1 1.1049757
-27.01222577 110 4 1.12 0.95
1892 1 5.39 1 0 0 1 1.10496652
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1893 1 8.9 5.4 0 0 1 1.10120859
-35.79569213 110 4 1.12 0.95
1894 2 17.26 4.6 0 0 1 1.08686039
-36.60149804 110 4 1.12 0.95
1895 2 15.94 4.8 0 0 1 1.05776229
-38.45798866 110 4 1.12 0.95
1896 1 0 0 0 0 1 1.11480364
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1897 1 10.43 2 0 0 1 1.11073065
-28.66372413 110 4 1.12 0.95
1898 1 15.06 1.5 0 0 1 1.1175602
-29.28187696 110 4 1.12 0.95
1899 1 0 0 0 0 1 1.1175602
-29.28187696 110 4 1.12 0.95
1900 1 8.02 8.5 0 0 1 1.05935759
-38.33289853 110 4 1.12 0.95
1901 1 15.61 2.4 0 0 1 1.10000747
-35.70599284 110 4 1.12 0.95
1902 1 0 0 0 0 1 1.0673459
-37.78419809 110 4 1.12 0.95
1903 1 0 0 0 0 1 1.06349871
-37.95325856 110 4 1.12 0.95
1904 2 73.62 29 0 0 1 1.09917203
-42.35401639 110 4 1.12 0.95
1905 1 12.09 2 0 0 1 0.98762519
-39.57616486 110 4 1.12 0.95
1906 1 0 0 0 0 1 1.09315252
-35.83778736 110 4 1.12 0.95
1907 1 0 0 0 0 1 1.09318086
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1908 1 3.08 2.6 0 0 1 1.05433008
-30.84982078 110 4 1.12 0.95
1909 1 2.86 2 0 0 1 1.10028857
-33.49270766 110 4 1.12 0.95
1910 1 11.21 2.6 0 0 1 1.10503913
-37.67938771 110 4 1.12 0.95
1911 1 3.3 2.1 0 0 1 1.07276673
-36.48427351 110 4 1.12 0.95
1912 1 23.07 4.3 0 0 1 1.08375663
-43.06217146 110 4 1.12 0.95
1913 1 13.19 2.3 0 0 1 1.0887431
-41.99402109 110 4 1.12 0.95
1914 1 0 0 0 0 1 1.06262308
-39.2969134 110 4 1.12 0.95
1915 1 13.52 4.2 0 0 1 1.06261913
-39.29759943 110 4 1.12 0.95
1916 1 9.89 1.5 0 0 1 1.11185348
-26.19261943 110 4 1.12 0.95
1917 1 5.72 0.9 0 0 1 1.07870901
-36.42734835 110 4 1.12 0.95
1918 2 28.02 10.8 0 0 1 1.09724141
-36.02986572 110 4 1.12 0.95
1919 1 0 0 0 0 1 1.1002968
-33.49238263 110 4 1.12 0.95
1920 1 0 0 0 0 1 1.05434344
-30.84934646 110 4 1.12 0.95
1921 2 19.46 5.8 0 0 1 1.09221108
-42.49524657 110 4 1.12 0.95
1922 1 0 0 0 0 1 1.09220433
-42.4975485 110 4 1.12 0.95
1923 1 13.95 3.2 0 0 1 1.09297942
-36.32588804 110 4 1.12 0.95
1924 1 16.27 3.6 0 0 1 1.10043281
-35.73411471 110 4 1.12 0.95
1925 1 9.67 -0.2 0 0 1 1.09698804
-35.01149866 110 4 1.12 0.95
1926 1 7.25 0.6 0 0 1 1.08505336
-36.27188964 110 4 1.12 0.95
1927 1 19.78 0.9 0 0 1 1.05840651
-38.4619186 110 4 1.12 0.95
1928 1 13.63 2.8 0 0 1 1.09135022
-35.98752714 110 4 1.12 0.95
1929 1 14.29 3.3 0 0 1 1.09334331
-36.10342029 110 4 1.12 0.95
1930 1 14.51 0.9 0 0 1 1.08675493
-28.6414236 110 4 1.12 0.95
1931 1 7.69 0 0 0 1 1.09503323
-28.42322262 110 4 1.12 0.95
1932 2 29.13 1.5 0 0 1 1.08317065
-26.82871084 110 4 1.12 0.95
1933 1 20.65 8 0 0 1 1.0925968
-35.60657201 110 4 1.12 0.95
1934 1 5.28 0.3 0 0 1 1.10309024
-29.14382096 110 4 1.12 0.95
1935 1 17.59 5.3 0 0 1 0.99378865
-34.26425921 110 4 1.12 0.95
1936 1 7.69 1.3 0 0 1 1.09634815
-27.18825876 110 4 1.12 0.95
1937 1 6.6 1 0 0 1 1.07919689
-28.39224845 110 4 1.12 0.95
1938 1 5.5 1.2 0 0 1 1.11353735
-27.60324912 110 4 1.12 0.95
1939 1 10.88 2.9 0 0 1 1.09267262
-41.45859546 110 4 1.12 0.95
1940 2 13.52 3 0 0 1 1.05981505
-37.45021957 110 4 1.12 0.95
1941 1 16.92 2.5 0 0 1 1.05893745
-27.945644 110 4 1.12 0.95
1942 1 3.19 0.1 0 0 1 1.10611618
-26.84427849 110 4 1.12 0.95
1943 1 6.49 1.8 0 0 1 1.09190304
-20.73175157 110 4 1.12 0.95
1944 1 0 0 0 0 1 1.05355441
-45.62472717 110 4 1.12 0.95
1945 1 9.45 1.8 0 0 1 1.06090758
-45.98808383 110 4 1.12 0.95
1946 1 14.73 1.9 0 0 1 1.03323419
-40.19840761 110 4 1.12 0.95
1947 2 61.52 28 0 0 1 1.06842106
-28.19332135 110 4 1.12 0.95
1948 1 0 0 0 0 1 1.06844354
-28.19298997 110 4 1.12 0.95
1949 1 5.5 1 0 0 1 1.10938639
-28.71394816 110 4 1.12 0.95
1950 1 4.95 3.4 0 0 1 1.08035829
-39.29002952 110 4 1.12 0.95
1951 1 10.99 2.9 0 0 1 1.07367281
-40.02470905 110 4 1.12 0.95
1952 1 10.88 3.7 0 0 1 1.08528609
-38.56087712 110 4 1.12 0.95
1953 1 8.02 1.9 0 0 1 1.08233602
-38.74620478 110 4 1.12 0.95
1954 1 8.57 1 0 0 1 1.11080598
-29.69230794 110 4 1.12 0.95
1955 1 4.29 0 0 0 1 1.11514839
-28.8729889 110 4 1.12 0.95
1956 1 0 0 0 0 1 1.11516405
-28.87371203 110 4 1.12 0.95
1957 1 12.09 2.5 0 0 1 1.11579201
-29.49284257 110 4 1.12 0.95
1958 1 0 0 0 0 1 1.11579201
-29.49284257 110 4 1.12 0.95
1959 1 7.47 2.3 0 0 1 1.08594704
-36.10689284 110 4 1.12 0.95
1960 2 10.55 1.1 0 0 1 1.09522399
-42.43147627 110 4 1.12 0.95
1961 2 2.86 0 0 0 1 1.11791439
-29.19099457 110 4 1.12 0.95
1962 2 5.83 0.3 0 0 1 1.0899256
-40.04408755 110 4 1.12 0.95
1963 1 6.05 1.6 0 0 1 1.09960709
-29.61934221 110 4 1.12 0.95
1964 2 7.79 4.6 0 0 1 1.10414107
-21.22376952 110 4 1.12 0.95
1965 1 20.77 6.7 0 0 1 1.08991952
-38.10010802 110 4 1.12 0.95
1966 2 24.28 6.2 0 0 1 1.10011103
-28.47977112 110 4 1.12 0.95
1967 1 10.77 3.8 0 0 1 1.11434628
-29.42428325 110 4 1.12 0.95
1968 1 4.84 1.5 0 0 1 1.08315551
-36.86986462 110 4 1.12 0.95
1969 1 9.34 3.1 0 0 1 1.07464982
-36.3985291 110 4 1.12 0.95
1970 2 22.53 4 0 0 1 1.06686604
-39.18970218 110 4 1.12 0.95
1971 1 16.49 2.6 0 0 1 1.07064085
-32.24126871 110 4 1.12 0.95
1972 1 0 0 0 0 1 1.11529724
-27.5271603 110 4 1.12 0.95
1973 1 10.43 3 0 0 1 1.09829715
-29.72376604 110 4 1.12 0.95
1974 2 29.78 5.9 0 0 1 1.03969971
-37.7184691 110 4 1.12 0.95
1975 1 12.64 2.2 0 0 1 1.0623315
-39.94604086 110 4 1.12 0.95
1976 2 31.11 5.5 0 0 1 1.03355797
-37.49979113 110 4 1.12 0.95
1977 2 21.65 2.1 0 0 1 1.0972368
-28.5742834 110 4 1.12 0.95
1978 1 1.76 0.8 0 0 1 1.04427202
-31.01529974 110 4 1.12 0.95
1979 1 10.99 0.8 0 0 1 1.06873518
-29.83502118 110 4 1.12 0.95
1980 1 0 0.6 0 0 1 1.08226336
-28.81825144 110 4 1.12 0.95
1981 1 21.98 7 0 0 1 1.10531433
-29.7263544 110 4 1.12 0.95
1982 1 0 0 0 0 1 1.10531433
-29.7263544 110 4 1.12 0.95
1983 1 9.01 1.9 0 0 1 1.0752804
-40.42691602 110 4 1.12 0.95
1984 1 0.55 0 0 0 1 1.10943581
-26.42284414 110 4 1.12 0.95
1985 1 8.24 2.1 0 0 1 1.10458595
-38.89658064 110 4 1.12 0.95
1986 1 24.17 5.9 0 0 1 1.08301265
-36.41650191 110 4 1.12 0.95
1987 1 0 0 0 0 1 1.11866447
-29.19976927 110 4 1.12 0.95
1988 1 14.29 2.6 0 0 1 1.11717711
-28.55064338 110 4 1.12 0.95
1989 1 17.37 2.6 0 0 1 1.04989567
-46.52102536 110 4 1.12 0.95
1990 1 6.16 0.6 0 0 1 1.09736989
-26.6992408 110 4 1.12 0.95
1991 1 2.64 1 0 0 1 1.05115124
-46.4827591 110 4 1.12 0.95
1992 1 16.82 2.8 0 0 1 1.09266702
-42.64243672 110 4 1.12 0.95
1993 2 13.63 4.5 0 0 1 1.07580394
-21.09296479 110 4 1.12 0.95
1994 1 11.21 4.3 0 0 1 1.07251789
-28.45459487 110 4 1.12 0.95
1995 2 26.49 8.5 0 0 1 1.09243726
-42.21337116 110 4 1.12 0.95
1996 2 12.53 3 0 0 1 1.06261958
-37.67044281 110 4 1.12 0.95
1997 1 5.61 2 0 0 1 1.09502346
-42.43641791 110 4 1.12 0.95
1998 2 8.57 1.7 0 0 1 1.01830687
-48.74892174 110 4 1.12 0.95
1999 1 20.44 4.5 0 0 1 1.07597535
-38.03306675 110 4 1.12 0.95
2000 1 9.89 1.6 0 0 1 1.08500623
-27.46937668 110 4 1.12 0.95
2001 1 18.68 1.5 0 0 1 1.11823977
-15.00682972 110 4 1.12 0.95
2002 1 13.41 3.2 0 0 1 1.05414841
-39.18027797 110 4 1.12 0.95
2003 1 7.69 3 0 0 1 1.11803954
-24.26017163 110 4 1.12 0.95
2004 1 8.79 3 0 0 1 1.11400951
-24.47587413 110 4 1.12 0.95
2005 1 1.65 1 0 0 1 1.11786104
-24.28082622 110 4 1.12 0.95
2006 1 26.38 10 0 0 1 1.11453257
-24.4401242 110 4 1.12 0.95
2007 1 7.69 2 0 0 1 1.11801878
-24.27384465 110 4 1.12 0.95
2008 1 19.78 10 0 0 1 1.11013113
-24.68649419 110 4 1.12 0.95
2009 1 0 0 0 0 1 1.11811297
-24.27532254 110 4 1.12 0.95
2010 2 18.68 13 0 0 1 1.11858394
-24.23221669 110 4 1.12 0.95
2011 1 24.95 20.7 0 0 1 1.11856286
-24.23371145 110 4 1.12 0.95
2012 1 28.57 10 0 0 1 1.09145729
-42.60142342 110 4 1.12 0.95
2013 1 9.23 1.5 0 0 1 1.05827437
-29.80410471 110 4 1.12 0.95
2014 1 0 0 0 0 1 1.11816515
-29.24070871 110 4 1.12 0.95
2015 1 21.65 6.2 0 0 1 1.04658987
-39.05822688 110 4 1.12 0.95
2016 1 3.3 2 0 0 1 1.11940772
-19.32412375 110 4 1.12 0.95
2017 1 0 0 0 0 1 1.11682548
-19.88945055 110 4 1.12 0.95
2018 1 24.4 3.9 0 0 1 1.09461133
-36.16077735 110 4 1.12 0.95
2019 1 0 0 0 0 1 1.09461133
-36.16077735 110 4 1.12 0.95
2020 1 3.3 1 0 0 1 1.11039253
-37.56342741 110 4 1.12 0.95
2021 2 12.86 2.7 0 0 1 1.10852935
-26.88025756 110 4 1.12 0.95
2022 2 11.87 3 0 0 1 1.11523809
-27.27643625 110 4 1.12 0.95
2023 1 2.2 1.5 0 0 1 1.11509373
-16.71199676 110 4 1.12 0.95
2024 1 3.19 1.2 0 0 1 1.09679686
-42.99188211 110 4 1.12 0.95
2025 1 0 0 0 0 1 1.11118141
-28.56140047 110 4 1.12 0.95
2026 2 9.89 8 0 0 1 1.11118321
-28.56069932 110 4 1.12 0.95
2027 2 28.57 2 0 0 1 1.11920437
-29.0972615 110 4 1.12 0.95
2028 1 16.71 4.5 0 0 1 1.11909205
-29.0942781 110 4 1.12 0.95
2029 1 4.95 0.8 0 0 1 1.07834967
-33.07433855 110 4 1.12 0.95
2030 1 3.85 0.5 0 0 1 1.10823472
-26.58167507 110 4 1.12 0.95
2031 1 0 0 0 0 1 1.10931831
-26.40353012 110 4 1.12 0.95
2032 1 16.92 3.5 0 0 1 1.04531164
-39.62142506 110 4 1.12 0.95
2033 2 18.25 1.6 0 0 1 1.10733884
-27.95338052 110 4 1.12 0.95
2034 2 11.65 2.7 0 0 1 1.09112042
-26.43077708 110 4 1.12 0.95
2035 1 7.69 1 0 0 1 1.10802723
-26.63444831 110 4 1.12 0.95
2036 2 8.13 0.5 0 0 1 1.1051375
-28.03918893 110 4 1.12 0.95
2037 1 6.16 0 0 0 1 1.10513861
-28.03831556 110 4 1.12 0.95
2038 1 14.4 3.5 0 0 1 1.05874052
-39.90583375 110 4 1.12 0.95
2039 1 10.88 1 0 0 1 1.10425295
-28.15869031 110 4 1.12 0.95
2040 1 14.4 2.3 0 0 1 1.10715924
-27.03189045 110 4 1.12 0.95
2041 1 8.67 1.5 0 0 1 1.10239439
-27.08487365 110 4 1.12 0.95
2042 1 7.25 1.5 0 0 1 1.09950705
-28.0603065 110 4 1.12 0.95
2043 1 23.19 10.4 0 0 1 1.06558689
-8.90845719 110 4 1.12 0.95
2044 1 12.19 1.7 0 0 1 1.09663745
-27.15678336 110 4 1.12 0.95
2045 1 8.46 1.3 0 0 1 1.07943895
-28.36420872 110 4 1.12 0.95
2046 2 12.53 4.1 0 0 1 1.07436419
-36.14784535 110 4 1.12 0.95
2047 1 21.53 2.5 0 0 1 1.05693301
-35.26096955 110 4 1.12 0.95
2048 1 16.92 6.7 0 0 1 1.0805304
-37.80405702 110 4 1.12 0.95
2049 1 6.81 1.4 0 0 1 1.05030337
-46.4030231 110 4 1.12 0.95
2050 1 14.73 2.2 0 0 1 1.09029248
-26.36598776 110 4 1.12 0.95
2051 1 19.68 2.5 0 0 1 1.09664459
-26.6557959 110 4 1.12 0.95
2052 1 12.97 2.8 0 0 1 1.07301711
-28.86619689 110 4 1.12 0.95
2053 1 14.73 3.9 0 0 1 1.09740909
-28.19867014 110 4 1.12 0.95
2054 1 11.65 3.2 0 0 1 1.06957405
-32.64416359 110 4 1.12 0.95
2055 1 16.49 2 0 0 1 1.10085418
-28.10871444 110 4 1.12 0.95
2056 1 9.89 1.4 0 0 1 1.10520193
-27.0479196 110 4 1.12 0.95
2057 1 17.47 4.2 0 0 1 1.07288246
-28.88129433 110 4 1.12 0.95
2058 1 15.71 3.2 0 0 1 1.09874353
-26.69856295 110 4 1.12 0.95
2059 1 0 0 0 0 1 1.10983255
-28.50626529 110 4 1.12 0.95
2060 1 0 0 0 0 1 1.11480363
-29.58607584 110 4 1.12 0.95
2061 1 0 0 0 0 1 1.09659252
-29.59804776 110 4 1.12 0.95
2062 1 0 0 0 0 1 1.08657195
-39.62013146 110 4 1.12 0.95
2063 1 0 0 0 0 1 1.10951878
-26.4252949 110 4 1.12 0.95
2064 1 0 0 0 0 1 1.10284295
-28.99516997 110 4 1.12 0.95
2065 1 0 0 0 0 1 1.02316557
-32.99561236 110 4 1.12 0.95
2066 1 0 0 0 0 1 1.05380573
-30.89017972 110 4 1.12 0.95
2067 1 0 0 0 0 1 1.09656591
-33.8574604 110 4 1.12 0.95
2068 1 0 0 0 0 1 1.09145307
-29.11124185 110 4 1.12 0.95
2069 1 0 0 0 0 1 1.07423251
-36.16778178 110 4 1.12 0.95
2070 1 0 0 0 0 1 1.0907491
-27.4328096 110 4 1.12 0.95
2071 1 0 0 0 0 1 1.09132699
-40.6131489 110 4 1.12 0.95
2072 1 0 0 0 0 1 1.06470174
-30.02181081 110 4 1.12 0.95
2073 1 0 0 0 0 1 1.05950534
-38.33742785 110 4 1.12 0.95
2074 1 0 0 0 0 1 1.06932617
-29.78747392 110 4 1.12 0.95
2075 1 0 0 0 0 1 1.06252542
-38.19492117 110 4 1.12 0.95
2076 1 0 0 0 0 1 1.09108027
-36.42919253 110 4 1.12 0.95
2077 1 0 0 0 0 1 1.08231216
-28.81972868 110 4 1.12 0.95
2078 1 0 0 0 0 1 1.09392753
-41.70244915 110 4 1.12 0.95
2079 1 0 0 0 0 1 1.09790861
-26.50385514 110 4 1.12 0.95
2080 1 0 0 0 0 1 1.09457033
-42.45827921 110 4 1.12 0.95
2081 1 0 0 0 0 1 1.09108027
-36.42919254 110 4 1.12 0.95
2082 1 7.79 1.4 0 0 1 1.09987355
-27.22325729 110 4 1.12 0.95
2083 1 4.29 -1 0 0 1 1.1021681
-7.0105384 110 4 1.12 0.95
2084 1 1.98 0.5 0 0 1 1.10052945
-37.63853693 110 4 1.12 0.95
2085 2 16.82 4.1 0 0 1 1.05210373
-39.10185154 110 4 1.12 0.95
2086 1 9.23 3.4 0 0 1 1.08196902
-42.54374621 110 4 1.12 0.95
2087 1 39.78 13.4 0 0 1 1.0527868
-39.89277993 110 4 1.12 0.95
2088 2 12.09 2.5 0 0 1 1.0565621
-10.90790591 110 4 1.12 0.95
2089 1 0 0 0 0 1 1.05656325
-10.90699027 110 4 1.12 0.95
2090 1 0 0 0 0 1 1.11483493
-27.51763698 110 4 1.12 0.95
2091 1 14.29 2.5 0 0 1 1.11483676
-27.52011853 110 4 1.12 0.95
2092 1 0 0 0 0 1 1.05583642
-11.14830166 110 4 1.12 0.95
2093 1 11.87 3 0 0 1 1.07182416
-39.28162824 110 4 1.12 0.95
2094 1 9.67 3.4 0 0 1 1.093383
-41.72727091 110 4 1.12 0.95
2095 1 23.07 5.3 0 0 1 1.0925263
-35.97223195 110 4 1.12 0.95
2096 1 43.29 15.8 0 0 1 1.08384159
-43.00112268 110 4 1.12 0.95
2097 1 9.01 1.8 0 0 1 1.10450301
-37.79185797 110 4 1.12 0.95
2098 1 17.92 5.7 0 0 1 1.10342339
-37.79743542 110 4 1.12 0.95
2099 2 24.17 6.3 0 0 1 1.10483377
-37.85481456 110 4 1.12 0.95
2100 1 16.49 2.5 0 0 1 1.11407329
-25.89023272 110 4 1.12 0.95
2101 1 5.5 1.9 0 0 1 1.06023631
-30.03591504 110 4 1.12 0.95
2102 1 5.5 1.7 0 0 1 1.06998039
-40.46115021 110 4 1.12 0.95
2103 1 7.69 1 0 0 1 1.11871718
-15.4971588 110 4 1.12 0.95
2104 1 18.35 4.4 0 0 1 1.04221633
-39.56906932 110 4 1.12 0.95
2105 1 5.39 1.5 0 0 1 1.06644167
-27.42383966 110 4 1.12 0.95
2106 2 12.64 3.6 0 0 1 1.04923207
-39.84682336 110 4 1.12 0.95
2107 2 12.64 1.4 0 0 1 1.09169202
-34.43897734 110 4 1.12 0.95
2108 2 9.34 2.6 0 0 1 1.11350293
-28.92219963 110 4 1.12 0.95
2109 1 0 0 0 0 1 1.11350293
-28.92219963 110 4 1.12 0.95
2110 1 12.64 2.5 0 0 1 1.0930479
-30.20718321 110 4 1.12 0.95
2111 1 0 0 0 0 1 1.09319007
-29.44269557 110 4 1.12 0.95
2112 1 0 0 0 0 1 1.09096862
-34.61981694 110 4 1.12 0.95
2113 1 0 0 0 0 1 1.08807869
-35.62104514 110 4 1.12 0.95
2114 1 14.29 2.5 0 0 1 1.09744663
-28.49630014 110 4 1.12 0.95
2115 2 9.45 3.7 0 0 1 1.0945532
-42.45884074 110 4 1.12 0.95
2116 1 13.59 3.8 0 0 1 1.0743739
-31.19548781 110 5 1.12 0.95
2117 1 11.49 2 0 0 1 1.04955723
-33.39750658 110 5 1.12 0.95
2118 1 19.99 5 0 0 1 1.0801894
-30.68963445 110 5 1.12 0.95
2119 2 19.99 19 0 0 1 1.07965889
-30.02753857 110 5 1.12 0.95
2120 1 10.49 1.5 0 0 1 1.06067329
-32.49948671 110 5 1.12 0.95
2121 2 10.69 1.2 0 0 1 1.09423226
-34.64992143 110 5 1.12 0.95
2122 1 8.99 1.2 0 0 1 1.0942299
-34.65098549 110 5 1.12 0.95
2123 1 8.29 3 0 0 1 1.0783845
-30.2325338 110 5 1.12 0.95
2124 1 14.79 3.2 0 0 1 1.05179274
-32.70867322 110 5 1.12 0.95
2125 1 9.79 2.4 0 0 1 1.10976254
-29.88953481 110 5 1.12 0.95
2126 1 22.98 6.5 0 0 1 1.07944111
-30.35011189 110 5 1.12 0.95
2127 2 9.99 3 0 0 1 1.06479861
-33.77957924 110 5 1.12 0.95
2128 1 5.5 1.5 0 0 1 1.07175949
-31.42317338 110 5 1.12 0.95
2129 1 8.99 2.9 0 0 1 1.05354102
-32.68122333 110 5 1.12 0.95
2130 1 5 1.7 0 0 1 1.00122493
-35.22914505 110 5 1.12 0.95
2131 1 21.98 8 0 0 1 1.07696656
-30.62111884 110 5 1.12 0.95
2132 1 13.99 5.5 0 0 1 1.079675
-30.18717567 110 5 1.12 0.95
2133 1 0 0 0 0 1 1.09147506
-30.43365984 110 5 1.12 0.95
2134 1 0 0 0 0 1 1.09148386
-30.4315269 110 5 1.12 0.95
2135 1 14.99 0.6 0 0 1 1.08058978
-35.06756627 110 5 1.12 0.95
2136 1 5.3 1.2 0 0 1 1.06631181
-32.44966485 110 5 1.12 0.95
2137 1 10.99 4.1 0 0 1 1.00438879
-34.90804884 110 5 1.12 0.95
2138 2 14.79 4.5 0 0 1 1.08514762
-30.89359778 110 5 1.12 0.95
2139 2 11.69 2.4 0 0 1 1.0851467
-30.89300738 110 5 1.12 0.95
2140 2 14.49 3.4 0 0 1 1.06505707
-31.79593219 110 5 1.12 0.95
2141 1 24.98 14 0 0 1 1.06547046
-31.11738235 110 5 1.12 0.95
2142 1 10.49 3 0 0 1 1.00545006
-34.85647899 110 5 1.12 0.95
2143 1 15.19 3.9 0 0 1 1.07638471
-29.25546922 110 5 1.12 0.95
2144 1 8.49 2.2 0 0 1 1.02552716
-36.21899131 110 5 1.12 0.95
2145 1 6.5 1.1 0 0 1 1.02728884
-36.05392623 110 5 1.12 0.95
2146 1 14.99 2.8 0 0 1 0.99700205
-35.44095349 110 5 1.12 0.95
2147 1 16.49 4.2 0 0 1 1.07469437
-31.28334986 110 5 1.12 0.95
2148 1 4.5 0.6 0 0 1 1.01775132
-39.1744151 110 5 1.12 0.95
2149 1 3.5 0.3 0 0 1 1.03878952
-37.40245362 110 5 1.12 0.95
2150 1 5 1 0 0 1 1.09242176
-32.91574546 110 5 1.12 0.95
2151 1 1 0.2 0 0 1 1.08156865
-34.9679916 110 5 1.12 0.95
2152 1 7.99 1.5 0 0 1 1.07267446
-32.03023569 110 5 1.12 0.95
2153 2 0 0.6 0 0 1 1.01792468
-39.1347348 110 5 1.12 0.95
2154 1 0.9 0.2 0 0 1 1.06701495
-31.39850659 110 5 1.12 0.95
2155 1 5.1 1 0 0 1 1.08215786
-29.25546774 110 5 1.12 0.95
2156 1 11.59 0 0 0 1 1.08670791
-35.27887548 110 5 1.12 0.95
2157 1 0 0 0 0 1 1.10447501
-33.66932615 110 5 1.12 0.95
2158 1 0 0 0 0 1 1.10446637
-33.67238201 110 5 1.12 0.95
2159 2 29.98 8 0 0 1 1.06463349
-34.24971948 110 5 1.12 0.95
2160 1 17.99 6 0 0 1 1.06068538
-34.37486535 110 5 1.12 0.95
2161 1 12.99 2 0 0 1 1.0638025
-34.4085437 110 5 1.12 0.95
2162 1 14.99 5.5 0 0 1 1.07955045
-30.07275227 110 5 1.12 0.95
2163 1 0 0 0 0 1 1.08130421
-29.94919867 110 5 1.12 0.95
2164 2 -2 0.2 0 0 1 1.08227266
-34.92339492 110 5 1.12 0.95
2165 1 0 0 0 0 1 1.07544834
-30.97036712 110 5 1.12 0.95
2166 1 0 0 0 0 1 1.07574116
-30.9527809 110 5 1.12 0.95
2167 2 19.09 4.5 0 0 1 1.07448614
-31.29557861 110 5 1.12 0.95
2168 2 18.99 4 0 0 1 1.07246646
-31.38587513 110 5 1.12 0.95
2169 1 0 0 0 0 1 1.07651055
-31.39837648 110 5 1.12 0.95
2170 1 0 0 0 0 1 1.06718961
-32.28369657 110 5 1.12 0.95
2171 2 18.49 3.6 0 0 1 1.07281048
-31.27448883 110 5 1.12 0.95
2172 1 10.49 3 0 0 1 1.07492824
-31.57793727 110 5 1.12 0.95
2173 1 7.99 2 0 0 1 1.07493171
-31.57586529 110 5 1.12 0.95
2174 1 6.5 1.5 0 0 1 1.07141913
-31.61549804 110 5 1.12 0.95
2175 1 15.39 3.2 0 0 1 1.07639105
-31.32725988 110 5 1.12 0.95
2176 1 9.99 3.5 0 0 1 1.05047723
-27.55128297 110 5 1.12 0.95
2177 1 8.79 2.7 0 0 1 1.06353373
-30.55935215 110 5 1.12 0.95
2178 1 6.1 0 0 0 1 1.08972201
-35.47070133 110 5 1.12 0.95
2179 1 17.09 3.7 0 0 1 1.07290565
-31.74324633 110 5 1.12 0.95
2180 1 16.29 3.6 0 0 1 1.07468223
-31.60111622 110 5 1.12 0.95
2181 1 0 0 0 0 1 1.07008426
-31.39874991 110 5 1.12 0.95
2182 1 2 2 0 0 1 1.06987503
-31.39924189 110 5 1.12 0.95
2183 1 3.5 1 0 0 1 1.05803657
-32.87342266 110 5 1.12 0.95
2184 1 3.9 0.3 0 0 1 1.07490654
-31.10921476 110 5 1.12 0.95
2185 1 15.49 3.5 0 0 1 1.07602083
-31.36278023 110 5 1.12 0.95
2186 1 0 0 0 0 1 1.0791264
-31.06843906 110 5 1.12 0.95
2187 1 0 0 0 0 1 1.08637009
-27.6712555 110 5 1.12 0.95
2188 1 0 0 0 0 1 1.07916745
-31.06811149 110 5 1.12 0.95
2189 1 2 0.5 0 0 1 0.9965869
-35.49299887 110 5 1.12 0.95
2190 1 8.19 1.8 0 0 1 1.08844452
-34.22371869 110 5 1.12 0.95
2191 1 22.98 4 0 0 1 1.05797135
-32.60015028 110 5 1.12 0.95
2192 1 19.99 7 0 0 1 1.0576964
-26.7830979 110 5 1.12 0.95
2193 1 9.69 4.2 0 0 1 1.06189144
-32.17558223 110 5 1.12 0.95
2194 2 23.98 10 0 0 1 1.08054459
-30.4158598 110 5 1.12 0.95
2195 1 7.49 2.5 0 0 1 1.08127848
-29.94833851 110 5 1.12 0.95
2196 1 5 1.6 0 0 1 1.08128487
-29.94889438 110 5 1.12 0.95
2197 2 24.58 19 0 0 1 1.06607339
-25.65489568 110 5 1.12 0.95
2198 1 6 1.5 0 0 1 1.07530296
-30.95410021 110 5 1.12 0.95
2199 1 7.99 2.4 0 0 1 1.09068604
-35.08353446 110 5 1.12 0.95
2200 1 10.49 4.3 0 0 1 1.06807234
-31.07542594 110 5 1.12 0.95
2201 1 1.5 0.5 0 0 1 1.03993517
-27.73343267 110 5 1.12 0.95
2202 1 2.9 0.8 0 0 1 1.03993565
-27.7333532 110 5 1.12 0.95
2203 1 26.08 4.6 0 0 1 1.02771179
-35.40817471 110 5 1.12 0.95
2204 2 0 0 0 0 1 1.06935789
-30.87958537 110 5 1.12 0.95
2205 1 17.49 4.4 0 0 1 1.04479723
-33.91011808 110 5 1.12 0.95
2206 1 12.99 3 0 0 1 1.06739667
-32.28162112 110 5 1.12 0.95
2207 1 13.89 0 0 0 1 1.08979696
-35.69442282 110 5 1.12 0.95
2208 1 16.99 3.7 0 0 1 1.07637609
-31.5062445 110 5 1.12 0.95
2209 1 11.29 0 0 0 1 1.09045172
-35.59958696 110 5 1.12 0.95
2210 1 10.69 3.5 0 0 1 1.06622312
-31.16815257 110 5 1.12 0.95
2211 1 16.49 2.4 0 0 1 1.09804595
-34.30554409 110 5 1.12 0.95
2212 1 7.99 2.6 0 0 1 1.06719313
-31.06921332 110 5 1.12 0.95
2213 2 15.69 1.2 0 0 1 1.10069361
-34.07081145 110 5 1.12 0.95
2214 1 13.19 2.5 0 0 1 1.09862021
-34.24897246 110 5 1.12 0.95
2215 1 6 2 0 0 1 1.06348637
-27.15904415 110 5 1.12 0.95
2216 1 6 1.5 0 0 1 1.04391123
-33.85276797 110 5 1.12 0.95
2217 2 16.99 3.7 0 0 1 1.06063929
-27.11193543 110 5 1.12 0.95
2218 2 17.99 2 0 0 1 1.04241113
-33.89616633 110 5 1.12 0.95
2219 1 6 1.5 0 0 1 1.05938467
-33.73264964 110 5 1.12 0.95
2220 1 14.99 3.5 0 0 1 1.0799596
-30.0241465 110 5 1.12 0.95
2221 2 94.9 25 0 0 1 1.08991674
-32.91464304 110 5 1.12 0.95
2222 1 7.69 2.9 0 0 1 1.06692536
-30.88382977 110 5 1.12 0.95
2223 1 11.99 3.5 0 0 1 1.08669963
-33.03249718 110 5 1.12 0.95
2224 1 15.39 3.6 0 0 1 1.09640651
-34.44825517 110 5 1.12 0.95
2225 2 8.69 3.9 0 0 1 1.07406565
-29.40127658 110 5 1.12 0.95
2226 1 12.59 4.2 0 0 1 1.08113263
-27.16806798 110 5 1.12 0.95
2227 1 0 0 0 0 1 1.06914915
-31.23567234 110 5 1.12 0.95
2228 1 9.99 3 0 0 1 1.05755734
-32.61393947 110 5 1.12 0.95
2229 1 13.99 1.5 0 0 1 1.10332633
-31.29057175 110 5 1.12 0.95
2230 1 10.99 1 0 0 1 1.10345787
-31.18815806 110 5 1.12 0.95
2231 1 3 0.5 0 0 1 1.05475834
-33.13354647 110 5 1.12 0.95
2232 1 17.39 6.2 0 0 1 1.06485894
-30.67764096 110 5 1.12 0.95
2233 1 13.99 3.8 0 0 1 1.07515293
-31.06463765 110 5 1.12 0.95
2234 2 16.99 9.5 0 0 1 1.08845152
-28.49751225 110 5 1.12 0.95
2235 1 10.99 2 0 0 1 1.05950571
-32.77489348 110 5 1.12 0.95
2236 1 16.39 4.3 0 0 1 1.05445871
-33.08148319 110 5 1.12 0.95
2237 2 19.49 18 0 0 1 1.05801058
-26.93987348 110 5 1.12 0.95
2238 1 13.99 3 0 0 1 1.06794136
-34.50925121 110 5 1.12 0.95
2239 1 11.99 1 0 0 1 1.08740141
-34.18936388 110 5 1.12 0.95
2240 1 12.99 4 0 0 1 1.07469448
-33.26308279 110 5 1.12 0.95
2241 1 15.99 3.2 0 0 1 1.05848681
-32.95163313 110 5 1.12 0.95
2242 1 5 2 0 0 1 1.06045979
-33.4817824 110 5 1.12 0.95
2243 1 1.9 0.1 0 0 1 1.07303919
-31.45844393 110 5 1.12 0.95
2244 1 11.49 3.5 0 0 1 1.07460723
-27.4212569 110 5 1.12 0.95
2245 1 14.49 4 0 0 1 1.04491852
-33.88150123 110 5 1.12 0.95
2246 1 13.99 2.5 0 0 1 1.06446585
-32.68011625 110 5 1.12 0.95
2247 1 17.99 4.8 0 0 1 1.05392395
-27.286068 110 5 1.12 0.95
2248 2 13.49 4 0 0 1 1.07599975
-31.9636586 110 5 1.12 0.95
2249 1 11.49 1 0 0 1 1.06942065
-30.94178569 110 5 1.12 0.95
2250 1 15.69 5.4 0 0 1 1.04984471
-32.97959557 110 5 1.12 0.95
2251 1 11.99 3 0 0 1 1.06200489
-33.55304616 110 5 1.12 0.95
2252 1 3.5 1 0 0 1 1.07607647
-30.39123423 110 5 1.12 0.95
2253 1 7.99 1.5 0 0 1 1.05868939
-26.59244414 110 5 1.12 0.95
2254 1 4 0.5 0 0 1 1.08693711
-34.35538946 110 5 1.12 0.95
2255 1 10.99 2.4 0 0 1 1.07853793
-31.36376359 110 5 1.12 0.95
2256 1 23.98 4.4 0 0 1 1.06667265
-32.12720848 110 5 1.12 0.95
2257 1 0 0 0 0 1 1.07766549
-30.65796727 110 5 1.12 0.95
2258 1 0 0 0 0 1 1.07767369
-30.65389576 110 5 1.12 0.95
2259 1 9.99 2.4 0 0 1 1.07505006
-31.07413998 110 5 1.12 0.95
2260 1 16.99 3 0 0 1 1.0792814
-30.71301305 110 5 1.12 0.95
2261 1 0 0 0 0 1 1.07926139
-30.71301466 110 5 1.12 0.95
2262 1 8.99 2 0 0 1 1.0713533
-31.03854538 110 5 1.12 0.95
2263 1 19.49 4 0 0 1 1.07255862
-31.35189742 110 5 1.12 0.95
2264 1 22.98 5.5 0 0 1 1.07276672
-31.17994947 110 5 1.12 0.95
2265 1 8.69 1.4 0 0 1 1.11941554
-28.27644801 110 5 1.12 0.95
2266 1 8.99 2 0 0 1 1.0784653
-30.76747479 110 5 1.12 0.95
2267 1 24.48 3 0 0 1 1.06249703
-32.27765942 110 5 1.12 0.95
2268 2 2.5 0.4 0 0 1 1.08231216
-34.74945935 110 5 1.12 0.95
2269 1 17.99 5 0 0 1 1.08548217
-30.99528334 110 5 1.12 0.95
2270 1 6.99 1.5 0 0 1 1.07371381
-31.09435877 110 5 1.12 0.95
2271 2 15.99 4 0 0 1 1.07394683
-31.10567244 110 5 1.12 0.95
2272 2 22.98 8 0 0 1 1.0752672
-30.96579091 110 5 1.12 0.95
2273 2 13.29 4 0 0 1 1.06102127
-26.37461045 110 5 1.12 0.95
2274 1 6 2.5 0 0 1 1.06101492
-26.37345568 110 5 1.12 0.95
2275 1 20.98 4.3 0 0 1 1.06943612
-31.76232668 110 5 1.12 0.95
2276 1 0.1 0.1 0 0 1 1.06147993
-31.84054984 110 5 1.12 0.95
2277 1 4 0.3 0 0 1 1.08117021
-35.56864561 110 5 1.12 0.95
2278 2 12.79 4.1 0 0 1 1.08459216
-27.14933619 110 5 1.12 0.95
2279 1 11.99 4 0 0 1 1.05838808
-34.126273 110 5 1.12 0.95
2280 1 0 0 0 0 1 1.05838638
-34.1253685 110 5 1.12 0.95
2281 1 2.1 0.2 0 0 1 1.05672573
-33.02546869 110 5 1.12 0.95
2282 1 5 0.9 0 0 1 1.07209121
-31.47499175 110 5 1.12 0.95
2283 1 12.99 3.3 0 0 1 1.06543696
-32.26345532 110 5 1.12 0.95
2284 1 3 1 0 0 1 1.06437711
-34.0356977 110 5 1.12 0.95
2285 1 7.09 2.4 0 0 1 1.08540509
-34.61474539 110 5 1.12 0.95
2286 1 7.09 1.6 0 0 1 1.07428144
-31.26239552 110 5 1.12 0.95
2287 1 14.29 3.3 0 0 1 1.06933833
-31.83269606 110 5 1.12 0.95
2288 1 11.59 4.1 0 0 1 1.05967262
-32.12365518 110 5 1.12 0.95
2289 1 5.5 2 0 0 1 1.0583909
-27.16559196 110 5 1.12 0.95
2290 2 6 2 0 0 1 1.06904689
-33.02109225 110 5 1.12 0.95
2291 1 2.7 1 0 0 1 1.02774472
-33.85764973 110 5 1.12 0.95
2292 1 6.5 2 0 0 1 1.05175057
-32.08236626 110 5 1.12 0.95
2293 2 16.69 3.4 0 0 1 1.06781249
-32.02459534 110 5 1.12 0.95
2294 2 7.99 2.8 0 0 1 1.07453216
-29.8645873 110 5 1.12 0.95
2295 1 12.09 3.8 0 0 1 1.06262581
-31.55889046 110 5 1.12 0.95
2296 2 5 2.2 0 0 1 1.07548869
-30.98392738 110 5 1.12 0.95
2297 1 5 1.1 0 0 1 1.07564218
-30.96234515 110 5 1.12 0.95
2298 2 16.99 4 0 0 1 1.0662106
-34.60495049 110 5 1.12 0.95
2299 1 20.98 4.1 0 0 1 1.07230477
-31.79324381 110 5 1.12 0.95
2300 1 23.98 4.7 0 0 1 1.09209174
-30.37021001 110 5 1.12 0.95
2301 1 6 1.5 0 0 1 1.04091031
-34.04671042 110 5 1.12 0.95
2302 1 1 0.5 0 0 1 1.08126281
-29.95017907 110 5 1.12 0.95
2303 1 23.58 6.8 0 0 1 1.06640216
-31.5862897 110 5 1.12 0.95
2304 1 11.59 3.2 0 0 1 1.08707293
-30.74977659 110 5 1.12 0.95
2305 1 3.5 1.3 0 0 1 1.02843735
-33.69319763 110 5 1.12 0.95
2306 1 23.98 7 0 0 1 1.07687287
-30.53984295 110 5 1.12 0.95
2307 2 11.79 3.4 0 0 1 1.07624965
-31.41956836 110 5 1.12 0.95
2308 1 18.89 4.1 0 0 1 1.04854967
-32.62024741 110 5 1.12 0.95
2309 1 8.29 3.2 0 0 1 1.07533201
-31.33938171 110 5 1.12 0.95
2310 1 21.98 9 0 0 1 1.06066669
-26.92683935 110 5 1.12 0.95
2311 1 8.49 2 0 0 1 1.07748088
-30.26279296 110 5 1.12 0.95
2312 1 26.98 3.6 0 0 1 1.03805372
-37.46721753 110 5 1.12 0.95
2313 1 15.89 3.6 0 0 1 1.03939098
-37.29263514 110 5 1.12 0.95
2314 1 0 0 0 0 1 1.08583711
-34.61995424 110 5 1.12 0.95
2315 1 13.19 2.4 0 0 1 1.08808126
-35.20024872 110 5 1.12 0.95
2316 1 9.49 3 0 0 1 1.02907829
-33.51028796 110 5 1.12 0.95
2317 1 21.98 2 0 0 1 1.07634713
-35.47733218 110 5 1.12 0.95
2318 1 5.7 1.2 0 0 1 1.08925994
-34.84313916 110 5 1.12 0.95
2319 1 3.5 0 0 0 1 1.03042961
-38.14181183 110 5 1.12 0.95
2320 1 8.99 2.3 0 0 1 1.02073648
-35.85675568 110 5 1.12 0.95
2321 1 8.99 0.4 0 0 1 1.08419692
-35.06997551 110 5 1.12 0.95
2322 1 8.99 0.5 0 0 1 1.08226323
-34.42749981 110 5 1.12 0.95
2323 2 24.98 3 0 0 1 1.08084716
-34.96837472 110 5 1.12 0.95
2324 1 8.49 4.3 0 0 1 1.07180742
-31.5292337 110 5 1.12 0.95
2325 1 0 0 0 0 1 1.07602461
-31.36284671 110 5 1.12 0.95
2326 1 24.68 5 0 0 1 1.06440518
-32.39579809 110 5 1.12 0.95
2327 1 0.5 0.2 0 0 1 1.06761997
-32.12239451 110 5 1.12 0.95
2328 2 29.98 4.8 0 0 1 1.03594668
-35.09628802 110 5 1.12 0.95
2329 1 11.99 2 0 0 1 1.07915702
-35.13440393 110 5 1.12 0.95
2330 2 0.4 0.1 0 0 1 1.06945157
-31.77016995 110 5 1.12 0.95
2331 1 20.98 3 0 0 1 1.0658079
-30.71895086 110 5 1.12 0.95
2332 1 4.8 1 0 0 1 1.0747609
-31.59311196 110 5 1.12 0.95
2333 1 5.3 1 0 0 1 1.09155101
-22.51763668 110 5 1.12 0.95
2334 1 7.99 2.4 0 0 1 1.05529126
-33.11610698 110 5 1.12 0.95
2335 1 6.5 3 0 0 1 1.06410827
-33.0377995 110 5 1.12 0.95
2336 2 68.93 43 0 0 1 1.07457812
-29.91507872 110 5 1.12 0.95
2337 1 6.5 2.5 0 0 1 1.08893284
-30.62630602 110 5 1.12 0.95
2338 1 22.98 4.6 0 0 1 1.05832275
-32.91179152 110 5 1.12 0.95
2339 2 34.97 6.5 0 0 1 1.07008135
-31.39864618 110 5 1.12 0.95
2340 1 0 0 0 0 1 1.07010393
-31.39665594 110 5 1.12 0.95
2341 1 5.1 1.2 0 0 1 1.07534969
-31.55933712 110 5 1.12 0.95
2342 1 15.49 5.2 0 0 1 1.06659948
-31.65385187 110 5 1.12 0.95
2343 1 23.58 7.1 0 0 1 1.06725545
-31.57307621 110 5 1.12 0.95
2344 1 12.09 0 0 0 1 1.0605578
-32.11054168 110 5 1.12 0.95
2345 1 17.49 4.9 0 0 1 1.05937607
-31.93234218 110 5 1.12 0.95
2346 1 9.99 2.7 0 0 1 1.07053607
-27.6518532 110 5 1.12 0.95
2347 1 18.19 5.3 0 0 1 1.06568387
-31.7019238 110 5 1.12 0.95
2348 1 12.49 3.8 0 0 1 1.01980839
-34.06972542 110 5 1.12 0.95
2349 1 8.29 3.9 0 0 1 1.06360523
-31.89329185 110 5 1.12 0.95
2350 1 11.99 1 0 0 1 1.07723925
-35.68623921 110 5 1.12 0.95
2351 1 8.79 0 0 0 1 1.09546454
-34.96218838 110 5 1.12 0.95
2352 1 18.49 6.2 0 0 1 1.06708382
-30.22289509 110 5 1.12 0.95
2353 1 21.98 4.6 0 0 1 1.10423695
-29.65083368 110 5 1.12 0.95
2354 1 19.59 4.4 0 0 1 1.10084995
-29.69534298 110 5 1.12 0.95
2355 1 8.99 0.3 0 0 1 1.11004732
-30.40581402 110 5 1.12 0.95
2356 1 19.19 4.3 0 0 1 1.0692879
-32.10177721 110 5 1.12 0.95
2357 1 0 0 0 0 1 1.09161633
-29.1746482 110 5 1.12 0.95
2358 1 4.1 2 0 0 1 1.09160185
-29.17494202 110 5 1.12 0.95
2359 1 12.49 4.5 0 0 1 1.06286624
-32.26634964 110 5 1.12 0.95
2360 1 22.78 7.9 0 0 1 1.0805571
-29.46338562 110 5 1.12 0.95
2361 2 18.59 5.7 0 0 1 1.08347227
-29.10683478 110 5 1.12 0.95
2362 1 0 0 0 0 1 1.08345403
-29.10870117 110 5 1.12 0.95
2363 1 23.38 5.9 0 0 1 1.08216859
-29.51599492 110 5 1.12 0.95
2364 1 6.5 0.5 0 0 1 1.06485454
-32.40864434 110 5 1.12 0.95
2365 1 0 0 0 0 1 1.0720275
-31.40004887 110 5 1.12 0.95
2366 1 0 0 0 0 1 1.08118163
-35.56738933 110 5 1.12 0.95
2367 1 0 0 0 0 1 1.06487349
-32.40654184 110 5 1.12 0.95
2368 1 32.98 6 0 0 1 1.07947521
-30.05447717 110 5 1.12 0.95
2369 1 2 1 0 0 1 1.07955524
-30.0335949 110 5 1.12 0.95
2370 1 11.49 2.7 0 0 1 1.0716062
-31.46508101 110 5 1.12 0.95
2371 1 12.99 3.3 0 0 1 1.0734793
-31.38420565 110 5 1.12 0.95
2372 2 49.95 13 0 0 1 1.09017527
-29.26117249 110 5 1.12 0.95
2373 1 39.97 13 0 0 1 1.09016335
-29.26309944 110 5 1.12 0.95
2374 1 9.59 1.2 0 0 1 1.01785415
-39.16534806 110 5 1.12 0.95
2375 1 10.99 5 0 0 1 1.06407975
-34.31950581 110 5 1.12 0.95
2376 2 21.98 4.8 0 0 1 1.0425808
-27.57224798 110 5 1.12 0.95
2377 1 0 0 0 0 1 1.11998735
-28.17719746 110 5 1.12 0.95
2378 1 0 0 0 0 1 1.12 -28.1753495
110 5 1.12 0.95
2379 2 12.99 6.5 0 0 1 1.05357558
-32.447533 110 5 1.12 0.95
2380 2 0 0 0 0 1 1.09645978
-33.30512259 110 5 1.12 0.95
2381 2 0 0 0 0 1 1.09645442
-33.30530622 110 5 1.12 0.95
2382 1 3 0.4 0 0 1 1.09399129
-33.63313925 110 5 1.12 0.95
2383 1 50 20 0 0 2 1.09684832
-30.10220282 110 6 1.12 0.95
];
%% generator data
% bus Pg Qg Qmax Qmin Vg mBase status Pmax
Pmin
gen = [
10 400 120 120 0 1 168 1 400 70
16 720 160.5321995 440 -40 1 823 1 720
120
17 1080 212.8199715 660 -60 1 1234 1 1080
120
18 2520 160.5896855 1540 -140 1 2879 1 2520
120
29 70 240 240 0 1 511 1 400 70
30 70 129.9492298 240 0 1 511 1 800
70
31 1000 0 350 0 1 420 1 1000 150
41 200 0 120 0 1 241 1 200 70
42 70 0 120 0 1 241 1 410 70
43 410 0 240 0 1 482 1 410 70
44 410 0 240 0 1 482 1 410 70
45 42.2 21 21 0 1 49 1 42.2 39.14
63 650 103.6300987 302 0 1 473 1 650
145
64 450 78.87024276 311 2 1 475 1 450
145
67 750 413.7264323 449 0 1 864 1 750
220
83 225 -89 190 -89 1 239 1 225 140
84 225 167.2308137 190 -89 1 251 1 225
140
85 120 119.6230512 125 -50 1 133 1 120
40
86 120 -6.01870592 125 -50 1 133 1 120
40
93 120 50.50846649 90 5 1 123 1 120
80
95 110 27 68 27 1 105 1 110 50
97 87.6 41.85278591 68 27 1 105 1 87.6
83.26
103 160 68.75990234 177 -82 1 239 1 400
160
104 225 97.30965166 379 -177 1 490 1 225
140
105 430 -165 353 -165 1 502 1 430 160
109 250 17.62334652 65 0 1 277 1 250
80
110 250 17.7852012 65 0 1 280 1 250
80
111 360 126.4460433 270 0 1 401 1 360
40
123 20 40 40 0 1 98 1 110 20
124 125 90 90 0 1 132 1 125 45
125 70 360 360 0 1 654 1 860 70
127 690 0 360 0 1 540 1 690 70
131 645.376504 52.63050986 360 0 1 696 1
1060 70
132 70 286.7004642 480 0 1 732 1 600
70
139 408.6704132 147.3187183 360 0 1 714 1
600 70
140 200 120 120 0 1 240 1 200 70
176 600 -120 220 -120 1 430 1 600 70
177 200 201.0050386 220 -120 1 430 1 200
70
180 0 16.85443492 99999 -99999 1 7485 1 0 0
181 175 26.1506471 99999 -99999 1 210 1 175
174
182 307.59 48.53950263 99999 -99999 1 13465 1 307.59
306
184 0 69.57871659 99999 -99999 1 8353 1 0 0
185 0 12.23297628 99999 -99999 1 14254 1 0 0
186 0 32.09739807 99999 -99999 1 7401 1 0 0
192 95 28.34936317 50 0 1 114 1 95
90.25
196 0.9 1 1 0 1 1 1 0.9 0.86
198 0.8 1 1 0 1 1 1 0.8 0.76
205 15 6.20319044 10 0 1 18 1 15
14.25
213 11 8 8 0 1 13 1 11 10.45
264 2.5 2 2 0 1 3 1 2.5 2.38
269 6 5 5 0 1 7 1 6 5.7
277 70 40.26868594 42 0 1 84 1 70
66.5
278 60 12.54287608 40 0 1 72 1 60
57
279 60 17.87848963 40 0 1 72 1 60
57
281 120 34.08028351 90 0 1 144 1 120
114
282 40 16.9838197 40 0 1 48 1 40
38
289 2.5 3 3 0 1 3 1 2.5 2.38
294 2 1 1 0 1 2 1 2 1.9
314 1.5 1 1 0 1 2 1 1.5 1.43
328 44 19.28188341 21 0 1 53 1 44
41.8
329 44 21 21 0 1 53 1 44 41.8
330 44 0 21 0 1 53 1 44 41.8
331 43 21 21 0 1 52 1 43 40.85
334 1.5 1 1 0 1 2 1 1.5 1.43
346 200 25.12801746 120 0 1 180 1 200
70
347 10 9.77566487 15 0 1 12 1 10
10
359 1.5 1 1 0 1 2 1 1.5 1.43
365 5.1 3 3 0 1 6 1 5.1 4.85
382 8 5 5 0 1 10 1 8 7.6
383 8 5 5 0 1 10 1 8 7.6
385 6 4 4 0 1 7 1 6 5.7
390 4.5 3 3 0 1 5 1 4.5 4.28
395 10 5.15536132 8 0 1 12 1 10
9.5
404 3 3 3 0 1 4 1 3 2.85
426 3.2 2 2 0 1 4 1 3.2 3.04
444 1 0 1 0 1 1 1 1 0.95
451 4.5 3 3 0 1 5 1 4.5 4.28
482 1 0 1 0 1 1 1 1 0.95
492 2 1 1 0 1 2 1 2 1.9
493 234 108.56157 130 0 1 281 1 234
222.3
494 234 130 130 0 1 281 1 234 222.3
514 115 90 90 0 1 138 1 115 109.25
515 115 90 90 0 1 138 1 115 109.25
525 6 4 4 0 1 7 1 6 5.7
536 6 6 6 0 1 7 1 6 5.7
537 3.5 3 3 0 1 4 1 3.5 3.33
556 2.7 1 1 0 1 3 1 2.7 2.57
580 1.6 1 1 0 1 2 1 1.6 1.52
584 2.7 2 2 0 1 3 1 2.7 2.57
585 4 2 2 0 1 5 1 4 3.8
607 0.8 0 0 0 1 1 1 0.8 0.76
612 152.9545456 70.29171528 120 0 1 256 1
200 70
613 200 94.94983393 120 0 1 256 1 200
70
615 1.4 1 1 0 1 2 1 1.4 1.33
623 7.6 5 5 0 1 9 1 7.6 7.22
639 9.6 4 4 0 1 12 1 9.6 9.12
651 4.7 2 2 0 1 6 1 4.7 4.47
654 1.4 0 1 0 1 2 1 1.4 1.33
664 6.2 6 6 0 1 7 1 6.2 5.89
670 2.7 0 2 0 1 3 1 2.7 2.57
674 1 0 0 0 1 1 1 1 0.95
688 70 18.05067326 120 0 1 242 1 202
70
692 1.4 1 1 0 1 2 1 1.4 1.33
699 3.8 0 2 0 1 5 1 3.8 3.61
712 1.2 1 1 0 1 1 1 1.2 1.14
730 6.9 0 3 0 1 8 1 6.9 6.56
732 1.1 0 1 0 1 1 1 1.1 1.05
735 4.1 2 2 0 1 5 1 4.1 3.9
740 4 0 1 0 1 5 1 4 3.8
744 134 0 60 0 1 161 1 134 127.3
754 80 0.56717967 30 0 1 54 1 80
10
755 85 14.83517985 80 0 1 110 1 250
85
760 3.1 2 2 0 1 4 1 3.1 2.95
766 2.1 1 1 0 1 3 1 2.1 2
784 0.7 0 0 0 1 1 1 0.7 0.67
790 49.8 35 35 35 1 60 1 49.8 47.31
795 1.89 1 1 1 1 2 1 1.89 1.8
798 2.99 3 3 3 1 4 1 2.99 2.84
814 44.92 16.12236954 42 0 1 54 1 44.92
42.67
834 55 81.28734432 83 0 1 110 1 55
23
878 2.99 0 0 0 1 4 1 2.99 2.84
884 2.49 0 0 0 1 3 1 2.49 2.37
892 31.87 34.12396625 42 6 1 38 1 31.87
30.28
895 8.96 7 7 7 1 11 1 8.96 8.51
901 3.68 2 2 2 1 4 1 3.68 3.5
910 4.58 3 3 3 1 6 1 4.58 4.35
911 370 59.10311025 224 0 1 415 1 370
280
912 370 67.42961366 224 0 1 415 1 370
280
914 15.93 10 10 10 1 19 1 15.93 15.13
917 2.09 0 0 0 1 3 1 2.09 1.99
919 21.91 12 12 12 1 26 1 21.91 20.81
920 1.99 0 0 0 1 2 1 1.99 1.89
929 63.73 32.30571589 50 29 1 77 1 63.73
60.54
959 2.49 1 1 1 1 3 1 2.49 2.37
968 0.7 0 0 0 1 1 1 0.7 0.67
993 3.98 1 1 1 1 5 1 3.98 3.78
994 1.99 1 1 1 1 2 1 1.99 1.89
995 20 38 38 0 1 60 1 100 20
996 20 12.39956305 38 0 1 60 1 50
20
997 20 38 38 0 1 60 1 50 20
1004 4.28 3 3 3 1 5 1 4.28 4.07
1024 0.1 0 0 0 1 0 1 0.1 0.1
1027 24.9 13 13 13 1 30 1 24.9 23.66
1028 2.99 3 3 3 1 4 1 2.99 2.84
1029 24.9 14 14 14 1 30 1 24.9 23.66
1053 59.76 30.27094266 53 0 1 72 1 59.76
56.77
1054 29.88 31 31 0 1 36 1 29.88 28.39
1105 7.97 10 10 10 1 10 1 7.97 7.57
1106 22.91 13 13 13 1 28 1 22.91 21.76
1107 10.56 3 3 3 1 13 1 10.56 10.03
1138 44.82 41 41 0 1 54 1 44.82 42.58
1140 230 66.71928424 199 -87 1 252 1 230
70
1141 94.91703742 48.8205038 190 -89 1 251 1
225 70
1175 37.84 20 20 20 1 45 1 37.84 35.95
1182 40 12.32496426 125 -50 1 133 1 120
40
1183 120 19.50118024 125 -50 1 133 1 120
40
1184 120 61.26823063 125 -50 1 133 1 120
40
1191 106.56 23.69322546 129 -47 1 128 1 106.56
101.23
1192 250 69.2944911 125 -50 1 123 1 250
80
1201 99.59 0 90 0 1 120 1 99.59 94.61
1202 99.59 71.82699041 90 0 1 120 1 99.59
94.61
1203 99.59 44.46430691 90 0 1 120 1 99.59
94.61
1232 51.79 25.14244173 41 0 1 62 1 51.79
49.2
1233 14.94 19.50293354 41 0 1 18 1 14.94
14.19
1244 18.92 20 20 20 1 23 1 18.92 17.97
1247 15.93 12 12 12 1 19 1 15.93 15.13
1250 197.19 65.50752927 151 0 1 237 1 197.19
187.33
1268 0.5 0 0 0 1 1 1 0.5 0.48
1316 1 0 0 0 1 1 1 1 0.95
1325 1.39 0 0 0 1 2 1 1.39 1.32
1349 1.49 0 0 0 1 2 1 1.49 1.42
1356 1 2 2 2 1 1 1 1 0.95
1359 0.8 1 1 1 1 1 1 0.8 0.76
1393 12.75 0 11 0 1 15 1 12.75 12.11
1403 4.28 1 1 1 1 5 1 4.28 4.07
1416 371 29.1325045 180 10 1 246 1 371
80
1417 120 34.9276435 120 5 1 123 1 120
80
1418 20 32.58417958 90 5 1 123 1 20
5
1426 495 38.8901681 68 27 1 106 1 495
20
1429 0.2 0 0 0 1 0 1 0.2 0.19
1469 0.6 0 0 0 1 1 1 0.6 0.57
1475 2.09 2 2 2 1 3 1 2.09 1.99
1504 31.17 2 2 2 1 37 1 31.17 29.61
1505 48.8 4 4 4 1 59 1 48.8 46.36
1514 2.29 1 1 1 1 3 1 2.29 2.18
1534 0.3 0 0 0 1 0 1 0.3 0.29
1536 160 45.7739493 190 -89 1 251 1 225
160
1537 225 71.911244 203 -95 1 255 1 225
160
1538 215 40.21707938 190 -89 1 255 1 215
70
1542 8.96 3 3 3 1 11 1 8.96 8.51
1543 1.2 0 0 0 1 1 1 1.2 1.14
1550 1.79 1 1 1 1 2 1 1.79 1.7
1566 54.77 22.11701062 47 20 1 66 1 54.77
52.03
1587 63.74 27 27 27 1 77 1 63.74 60.55
1600 17.43 3 3 3 1 21 1 17.43 16.56
1602 120 18.6395482 90 0 1 144 1 120
40
1603 120 58.02132318 90 0 1 144 1 120
40
1609 0.3 0 0 0 1 0 1 0.3 0.29
1617 2 0 0 0 1 2 1 2 1.9
1620 1.6 0 0 0 1 2 1 1.6 1.52
1627 1.6 0 0 0 1 2 1 1.6 1.52
1630 0.5 0 0 0 1 1 1 0.5 0.48
1635 0.1 0 0 0 1 0 1 0.1 0.1
1638 30 10 10 0 1 36 1 30 28.5
1664 150 13.08870994 120 0 1 180 1 150
142.5
1669 51 16 16 0 1 61 1 51 48.45
1673 50 77.22142355 85 0 1 60 1 50
47.5
1674 90 90 90 0 1 108 1 90 85.5
1679 3 0 0 0 1 4 1 3 2.85
1683 2.3 0 0 0 1 3 1 2.3 2.19
1685 3 0 0 0 1 4 1 3 2.85
1686 50 20 20 0 1 60 1 50 47.5
1698 2.8 0 0 0 1 3 1 2.8 2.66
1700 0.5 0 0 0 1 1 1 0.5 0.48
1706 15 0 0 0 1 18 1 15 14.25
1710 3 0 0 0 1 4 1 3 2.85
1712 110 71.13076535 90 0 1 132 1 110
104.5
1717 2.1 0 0 0 1 3 1 2.1 2
1719 1.8 0 0 0 1 2 1 1.8 1.71
1726 3.5 0 0 0 1 4 1 3.5 3.33
1728 2.7 0 0 0 1 3 1 2.7 2.57
1730 1.4 0 0 0 1 2 1 1.4 1.33
1734 0.8 0 0 0 1 1 1 0.8 0.76
1735 5 2 2 0 1 6 1 5 4.75
1739 3 0 0 0 1 4 1 3 2.85
1742 0.4 0 0 0 1 1 1 0.4 0.38
1749 6 0 0 0 1 7 1 6 5.7
1758 1.7 0 0 0 1 2 1 1.7 1.62
1760 55 12 12 0 1 30 1 55 20
1761 78 22 22 0 1 72 1 78 30
1763 50 12 12 0 1 48 1 50 20
1764 20 8.40160401 12 0 1 48 1 50
20
1768 4 0 0 0 1 5 1 4 3.8
1788 3.3 0 0 0 1 4 1 3.3 3.14
1793 3 0 0 0 1 4 1 3 2.85
1799 1.5 0 0 0 1 2 1 1.5 1.43
1807 2.6 0 0 0 1 3 1 2.6 2.47
1844 1.2 0 0 0 1 1 1 1.2 1.14
1845 1.2 0 0 0 1 1 1 1.2 1.14
1870 1.2 0 0 0 1 1 1 1.2 1.14
1871 0.6 0 0 0 1 1 1 0.6 0.57
1874 4 0 0 0 1 5 1 4 3.8
1875 0.5 0 0 0 1 1 1 0.5 0.48
1882 200 35.59518774 120 0 1 240 1 200
70
1883 200 101.1988643 120 0 1 218 1 200
70
1894 1.5 0 0 0 1 2 1 1.5 1.43
1895 0.3 0 0 0 1 0 1 0.3 0.29
1904 17 0 0 0 1 20 1 17 16.15
1918 6 2 2 0 1 7 1 6 5.7
1921 50.7 15 15 0 1 61 1 50.7 48.17
1932 2.5 0 0 0 1 3 1 2.5 2.38
1940 2 0 0 0 1 2 1 2 1.9
1947 6 0 0 0 1 7 1 6 5.7
1960 1.5 0 0 0 1 2 1 1.5 1.43
1961 0.6 0 0 0 1 1 1 0.6 0.57
1962 0.6 0 0 0 1 1 1 0.6 0.57
1964 0.5 0 0 0 1 1 1 0.5 0.48
1966 2.9 0 0 0 1 4 1 2.9 2.76
1970 2 0 0 0 1 2 1 2 1.9
1974 3.5 0 0 0 1 4 1 3.5 3.33
1976 2.8 0 0 0 1 3 1 2.8 2.66
1977 3 0 0 0 1 4 1 3 2.85
1993 2.6 0 0 0 1 3 1 2.6 2.47
1995 21 8 8 0 1 25 1 21 19.95
1996 0.2 0 0 0 1 0 1 0.2 0.19
1998 0.4 0 0 0 1 1 1 0.4 0.38
2010 200 42.3885356 120 0 1 240 1 200
190
2021 83.4 65.4069108 80 0 1 100 1 83.4
79.23
2022 81 75.95887527 80 0 1 97 1 81
76.95
2026 25 10 10 0 1 30 1 25 23.75
2027 12 0 0 0 1 14 1 12 11.4
2033 5.6 0 0 0 1 7 1 5.6 5.32
2034 0.5 0 0 0 1 1 1 0.5 0.48
2036 0.4 0 0 0 1 1 1 0.4 0.38
2046 1 0 0 0 1 1 1 1 0.95
2085 0.3 0 0 0 1 0 1 0.3 0.29
2088 0.5 0 0 0 1 1 1 0.5 0.48
2099 18 20 20 0 1 22 1 18 17.1
2106 1 0 0 0 1 1 1 1 0.95
2107 3 0 0 0 1 4 1 3 2.85
2108 0.6 0 0 0 1 1 1 0.6 0.57
2115 2.4 0 0 0 1 3 1 2.4 2.28
2119 110 20 20 0 1 132 1 110 104.5
2121 1 0 0 0 1 1 1 1 0.95
2127 2.2 1 1 0 1 3 1 2.2 2.09
2138 50 10 10 0 1 60 1 50 47.5
2139 40 8 8 0 1 48 1 40 38
2140 7.7 1 1 0 1 9 1 7.7 7.32
2153 0.7 0 0 0 1 1 1 0.7 0.67
2159 12 54.49342296 999 -999 1 14 1 12
11.4
2164 4.1 0 1 0 1 5 1 4.1 3.9
2167 90 20 20 0 1 108 1 90 85.5
2168 50 8 8 0 1 60 1 50 47.5
2171 6.5 1 1 0 1 8 1 6.5 6.18
2194 10 4 4 0 1 12 1 10 9.5
2197 27 18 18 0 1 32 1 27 25.65
2204 26 10 10 0 1 31 1 26 24.7
2213 2.6 0 1 0 1 3 1 2.6 2.47
2217 4 1 1 0 1 5 1 4 3.8
2218 1.5 0 0 0 1 2 1 1.5 1.43
2221 49 98.18311314 999 -999 1 59 1 49
46.55
2225 1.6 0 0 0 1 2 1 1.6 1.52
2234 2.7 1 1 0 1 3 1 2.7 2.57
2237 16.5 18 18 0 1 20 1 16.5 15.68
2248 2 1 1 0 1 2 1 2 1.9
2268 1.8 0 0 0 1 2 1 1.8 1.71
2271 2.4 0 0 0 1 3 1 2.4 2.28
2272 10 4 4 0 1 12 1 10 9.5
2273 6.3 2 2 0 1 8 1 6.3 5.99
2278 1.5 0 0 0 1 2 1 1.5 1.43
2290 0.2 0 0 0 1 0 1 0.2 0.19
2293 2.5 1 1 0 1 3 1 2.5 2.38
2294 1 1 1 0 1 1 1 1 0.95
2296 13.5 4 4 0 1 16 1 13.5 12.83
2298 0.4 0 0 0 1 1 1 0.4 0.38
2307 0.4 0 0 0 1 1 1 0.4 0.38
2323 1.1 0 0 0 1 1 1 1.1 1.05
2328 3 1 1 0 1 4 1 3 2.85
2330 0.3 0 0 0 1 0 1 0.3 0.29
2336 55 41 41 0 1 66 1 55 52.25
2339 17 6 6 0 1 20 1 17 16.15
2361 51 10 10 0 1 61 1 51 48.45
2372 37 19 19 0 1 44 1 37 35.15
2376 2 1 1 0 1 2 1 2 1.9
2379 7 2 2 0 1 8 1 7 6.65
2380 50 -18 22 -18 1 60 1 50 47.5
2381 50 -13.49133651 22 -18 1 60 1 50
47.5
];
%% branch data
% fbus tbus r x b rateA rateB rateC ratio
angle status
branch = [
16 1 0.00155 0.01169 0.01820 160.0 160.0 160.0 0.00000 0.00
1
355 1 0.00157 0.06612 0.00000 160.0 160.0 160.0 1.00990 0.00
1
17 2 0.00155 0.01169 0.01820 160.0 160.0 160.0 0.00000 0.00
1
354 2 0.00157 0.06612 0.00000 160.0 160.0 160.0 1.02200 0.00
1
10 3 0.01068 0.07895 0.12260 274.0 274.0 274.0 0.00000 0.00
1
219 3 0.00165 0.06736 0.00000 160.0 160.0 160.0 1.02700 0.00
1
220 3 0.00165 0.06736 0.00000 160.0 160.0 160.0 0.99550 0.00
1
7 4 0.01674 0.09711 0.14423 377.0 377.0 377.0 0.00000 0.00
1
11 4 0.00293 0.01599 0.02478 335.0 335.0 335.0 0.00000 0.00
1
14 4 0.00442 0.03223 0.04985 464.0 464.0 464.0 0.00000 0.00
1
16 4 0.00888 0.06665 0.08896 377.0 377.0 377.0 0.00000 0.00
1
22 4 0.00783 0.04300 0.04962 350.0 350.0 350.0 0.00000 0.00
1
245 4 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.05940 0.00
1
246 4 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.04480 0.00
1
5 6 0.00064 0.03050 0.00000 400.0 400.0 400.0 1.04350 -0.60
1
7 5 0.00525 0.03988 0.06195 381.0 381.0 381.0 0.00000 0.00
1
10 5 0.01459 0.11219 0.16553 381.0 381.0 381.0 0.00000 0.00
1
309 5 0.00165 0.06860 0.00000 160.0 160.0 160.0 1.06460 0.00
1
309 5 0.00165 0.06860 0.00000 160.0 160.0 160.0 1.05230 0.00
1
6 8 0.00112 0.01329 0.34125 1316.0 1316.0 1316.0 0.00000 0.00
1
6 9 0.00299 0.03675 0.91840 1427.0 1427.0 1427.0 0.00000 0.00
1
15 6 0.00298 0.03417 0.93504 1427.0 1427.0 1427.0 0.00000 0.00
1
31 6 0.00150 0.01506 0.40320 1385.0 1385.0 1385.0 0.00000 0.00
1
310 6 0.00150 0.06188 0.00000 250.0 250.0 250.0 1.06130 0.00
1
12 7 0.01211 0.08742 0.14017 381.0 381.0 381.0 0.00000 0.00
1
13 7 0.00205 0.01326 0.02243 335.0 335.0 335.0 0.00000 0.00
1
19 7 0.00570 0.04070 0.06021 323.0 323.0 323.0 0.00000 0.00
1
21 7 0.00093 0.00651 0.01113 160.0 160.0 160.0 0.00000 0.00
1
29 7 0.01269 0.07498 0.13020 362.0 362.0 362.0 0.00000 0.00
1
321 7 0.00041 0.03368 0.00000 250.0 250.0 250.0 1.03230 0.00
1
322 7 0.00165 0.06775 0.00000 160.0 160.0 160.0 1.05690 0.00
1
8 18 0.00336 0.03977 1.02163 1316.0 1316.0 1316.0 0.00000 0.00
1
332 9 0.00087 0.05244 -0.02144 330.0 330.0 330.0 1.07810
0.00 1
171 10 0.01409 0.10413 0.15972 464.0 464.0 464.0 0.00000 0.00
1
346 10 0.00124 0.06839 0.00000 160.0 160.0 160.0 1.00540 0.00
1
347 10 0.00124 0.06839 0.00000 160.0 160.0 160.0 1.02400 0.00
1
16 11 0.00570 0.03952 0.07553 464.0 464.0 464.0 0.00000 0.00
1
17 11 0.00570 0.03952 0.07553 464.0 464.0 464.0 0.00000 0.00
1
111 11 0.01068 0.06196 0.09496 394.0 394.0 394.0 0.00000 0.00
1
352 11 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.04120 0.00
1
353 11 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.05590 0.00
1
140 12 0.01465 0.10589 0.17085 464.0 464.0 464.0 0.00000 0.00
1
359 12 0.00155 0.06612 0.00000 160.0 160.0 160.0 1.03950 0.00
1
360 12 0.00157 0.06612 0.00000 160.0 160.0 160.0 1.05900 0.00
1
29 13 0.01345 0.08114 0.14113 339.0 339.0 339.0 0.00000 0.00
1
365 13 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.03120 0.00
1
366 13 0.00165 0.06901 0.00000 160.0 160.0 160.0 0.98720 0.00
1
17 14 0.00384 0.02853 0.04588 464.0 464.0 464.0 0.00000 0.00
1
367 14 0.00157 0.06798 0.00000 160.0 160.0 160.0 1.06640 0.00
1
368 14 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.07770 0.00
1
18 15 0.00358 0.04262 1.09440 1662.0 1662.0 1662.0 0.00000 0.00
1
15 165 0.00207 0.02474 0.66400 831.0 831.0 831.0 0.00000 0.00
1
374 15 0.00150 0.06188 0.00000 250.0 250.0 250.0 1.15020 0.00
1
16 18 0.00036 0.02519 0.00000 500.0 500.0 500.0 1.06050 0.00
1
16 73 0.00909 0.06240 0.11142 464.0 464.0 464.0 0.00000 0.00
1
17 18 0.00036 0.02519 0.00000 500.0 500.0 500.0 1.06070 0.00
1
17 74 0.00868 0.06405 0.09699 464.0 464.0 464.0 0.00000 0.00
1
20 18 0.00063 0.00749 0.39226 1427.0 1427.0 1427.0 0.00000 0.00
1
75 18 0.00219 0.02369 0.59584 1434.0 1434.0 1434.0 0.00000 0.00
1
18 76 0.00137 0.01625 0.41184 1662.0 1662.0 1662.0 0.00000 0.00
1
18 101 0.00231 0.02769 0.70144 1662.0 1662.0 1662.0 0.00000 0.00
1
124 19 0.01696 0.12366 0.19699 464.0 464.0 464.0 0.00000 0.00
1
425 19 0.00165 0.06818 0.00000 160.0 160.0 160.0 1.02410 0.00
1
67 20 0.00331 0.03425 0.85888 831.0 831.0 831.0 0.00000 0.00
1
447 20 0.00137 0.06119 -0.01504 250.0 250.0 250.0 1.07960
0.00 1
448 20 0.00137 0.06119 -0.01504 250.0 250.0 250.0 1.09230
0.00 1
502 21 0.00165 0.07107 0.00000 160.0 160.0 160.0 0.99220 0.00
1
112 22 0.00465 0.02618 0.02962 362.0 362.0 362.0 0.00000 0.00
1
526 22 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.06850 0.00
1
527 22 0.00165 0.06901 0.00000 160.0 160.0 160.0 1.04240 0.00
1
37 23 0.01163 0.07031 0.10580 394.0 394.0 394.0 0.00000 0.00
1
46 23 0.00837 0.04868 0.07348 457.0 457.0 457.0 0.00000 0.00
1
53 23 0.01122 0.06558 0.09835 274.0 274.0 274.0 0.00000 0.00
1
540 23 0.00140 0.06680 0.00000 160.0 160.0 160.0 1.01820 0.00
1
54 24 0.00769 0.05727 0.08789 160.0 160.0 160.0 0.00000 0.00
1
545 24 0.00151 0.06715 0.00000 160.0 160.0 160.0 1.01610 0.00
1
41 25 0.00556 0.04145 0.06360 274.0 274.0 274.0 0.00000 0.00
1
53 25 0.00452 0.03368 0.05169 464.0 464.0 464.0 0.00000 0.00
1
54 25 0.00019 0.00140 0.00213 464.0 464.0 464.0 0.00000 0.00
1
564 25 0.00157 0.07808 0.00000 160.0 160.0 160.0 1.02760 0.00
1
38 26 0.00698 0.05196 0.07967 160.0 160.0 160.0 0.00000 0.00
1
568 26 0.00149 0.06616 0.00000 160.0 160.0 160.0 1.01300 0.00
1
28 27 0.00000 0.00010 0.00000 876.0 876.0 876.0 0.00000 0.00
1
33 27 0.00240 0.01494 0.02253 160.0 160.0 160.0 0.00000 0.00
1
48 27 0.01213 0.06215 0.09371 362.0 362.0 362.0 0.00000 0.00
1
27 74 0.01116 0.07231 0.10367 304.0 304.0 304.0 0.00000 0.00
1
47 28 0.00248 0.01798 0.02759 464.0 464.0 464.0 0.00000 0.00
1
28 88 0.01488 0.08161 0.11480 362.0 362.0 362.0 0.00000 0.00
1
30 29 0.00000 0.00010 0.00000 876.0 876.0 876.0 0.00000 0.00
1
29 32 0.00034 0.02097 0.00000 500.0 500.0 500.0 1.06190 0.00
1
45 29 0.00545 0.04021 0.06699 464.0 464.0 464.0 0.00000 0.00
1
48 29 0.00574 0.04283 0.06573 464.0 464.0 464.0 0.00000 0.00
1
613 29 0.00157 0.06775 0.00000 160.0 160.0 160.0 1.00160 0.00
1
46 30 0.00545 0.04021 0.06699 464.0 464.0 464.0 0.00000 0.00
1
49 30 0.00707 0.04541 0.06931 362.0 362.0 362.0 0.00000 0.00
1
32 31 0.00000 0.00010 0.00000 1593.0 1593.0 1593.0 0.00000 0.00
1
39 31 0.00176 0.02144 0.57344 1385.0 1385.0 1385.0 0.00000 0.00
1
36 32 0.00167 0.01890 0.54176 498.0 498.0 498.0 0.00000 0.00
1
615 33 0.00163 0.06946 0.00000 160.0 160.0 160.0 1.02910 0.00
1
35 34 0.00000 0.00010 0.00000 1593.0 1593.0 1593.0 0.00000 0.00
1
34 51 0.00113 0.01406 0.37488 1385.0 1385.0 1385.0 0.00000 0.00
1
183 34 0.00188 0.02287 0.64320 1385.0 1385.0 1385.0 0.00000 0.00
1
183 35 0.00188 0.02287 0.64320 1385.0 1385.0 1385.0 0.00000 0.00
1
617 35 0.00135 0.06052 0.00000 250.0 250.0 250.0 1.06540 0.00
1
644 36 0.00135 0.06052 0.00000 250.0 250.0 250.0 1.10030 0.00
1
645 36 0.00153 0.06156 0.00000 250.0 250.0 250.0 1.09710 0.00
1
38 37 0.00000 0.00010 0.00000 876.0 876.0 876.0 0.00000 0.00
1
663 37 0.00157 0.06616 0.00000 160.0 160.0 160.0 1.00090 0.00
1
55 38 0.00316 0.02076 0.03146 394.0 394.0 394.0 0.00000 0.00
1
40 39 0.00000 0.00010 0.00000 1593.0 1593.0 1593.0 0.00000 0.00
1
682 39 0.00139 0.05984 0.00000 250.0 250.0 250.0 1.06030 0.00
1
44 40 0.00109 0.01277 0.34176 1385.0 1385.0 1385.0 0.00000 0.00
1
679 40 0.00140 0.06235 0.00000 250.0 250.0 250.0 1.09960 0.00
1
42 41 0.00000 0.00010 0.00000 876.0 876.0 876.0 0.00000 0.00
1
41 43 0.00081 0.03000 0.00000 400.0 400.0 400.0 1.03770 0.00
1
80 41 0.00372 0.04380 0.10096 609.0 609.0 609.0 0.00000 0.00
1
47 42 0.00882 0.06564 0.10066 274.0 274.0 274.0 0.00000 0.00
1
54 42 0.00355 0.02643 0.04056 392.0 392.0 392.0 0.00000 0.00
1
689 42 0.00145 0.06839 0.00000 160.0 160.0 160.0 1.00370 0.00
1
44 43 0.00000 0.00010 0.00000 1593.0 1593.0 1593.0 0.00000 0.00
1
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1457 1459 0.00000 0.00083 0.00005 140.0 140.0 140.0 0.00000 0.00
1
1460 1458 0.00165 0.00579 0.00053 140.0 140.0 140.0 0.00000 0.00
1
1533 1461 0.02066 0.06529 0.00690 114.0 114.0 114.0 0.00000 0.00
1
1600 1461 0.00909 0.01488 0.00162 90.0 90.0 90.0 0.00000 0.00
1
1466 1482 0.00413 0.01322 0.00150 114.0 114.0 114.0 0.00000 0.00
1
1470 1469 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1469 1515 0.03719 0.11983 0.01268 114.0 114.0 114.0 0.00000 0.00
1
1469 1554 0.00744 0.01157 0.00126 90.0 90.0 90.0 0.00000 0.00
1
1470 1555 0.00744 0.01157 0.00123 90.0 90.0 90.0 0.00000 0.00
1
1477 1574 0.04132 0.05372 0.00987 90.0 90.0 90.0 0.00000 0.00
1
1503 1483 0.01074 0.02893 0.00334 120.0 120.0 120.0 0.00000 0.00
1
1502 1484 0.00992 0.03058 0.00356 140.0 140.0 140.0 0.00000 0.00
1
1549 1486 0.00083 0.00331 0.00044 120.0 120.0 120.0 0.00000 0.00
1
1492 1487 0.00331 0.01074 0.00114 140.0 140.0 140.0 0.00000 0.00
1
1491 1490 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1493 1494 0.00165 0.00579 0.00053 140.0 140.0 140.0 0.00000 0.00
1
1537 1494 0.01074 0.03388 0.00353 140.0 140.0 140.0 0.00000 0.00
1
1496 1498 0.00413 0.00579 0.00077 75.0 75.0 75.0 0.00000 0.00
1
1497 1499 0.00413 0.00579 0.00070 75.0 75.0 75.0 0.00000 0.00
1
1526 1498 0.01157 0.02975 0.00327 120.0 120.0 120.0 0.00000 0.00
1
1503 1502 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1515 1502 0.01157 0.03802 0.00409 140.0 140.0 140.0 0.00000 0.00
1
1534 1504 0.01157 0.03223 0.00327 120.0 120.0 120.0 0.00000 0.00
1
1542 1505 0.00413 0.01240 0.00121 140.0 140.0 140.0 0.00000 0.00
1
1505 1557 0.00909 0.03140 0.00278 120.0 120.0 120.0 0.00000 0.00
1
1508 1506 0.00413 0.01322 0.00140 114.0 114.0 114.0 0.00000 0.00
1
1517 1506 0.00413 0.00992 0.00203 140.0 140.0 140.0 0.00000 0.00
1
1517 1507 0.00992 0.03058 0.00324 114.0 114.0 114.0 0.00000 0.00
1
1509 1511 0.00083 0.00165 0.00019 140.0 140.0 140.0 0.00000 0.00
1
1517 1584 0.00826 0.02645 0.00273 140.0 140.0 140.0 0.00000 0.00
1
1541 1518 0.01405 0.04628 0.00486 114.0 114.0 114.0 0.00000 0.00
1
1519 1520 0.00661 0.00826 0.00160 90.0 90.0 90.0 0.00000 0.00
1
1521 1522 0.00000 0.00083 0.00002 90.0 90.0 90.0 0.00000 0.00
1
1529 1531 0.00083 0.00124 0.00017 114.0 114.0 114.0 0.00000 0.00
1
1530 1532 0.00083 0.00248 0.00024 114.0 114.0 114.0 0.00000 0.00
1
1583 1540 0.00496 0.01240 0.00145 120.0 120.0 120.0 0.00000 0.00
1
1548 1547 0.00083 0.00331 0.00029 28.0 28.0 28.0 0.00000 0.00
1
1548 1579 0.01901 0.05289 0.00511 120.0 120.0 120.0 0.00000 0.00
1
1578 1560 0.00579 0.02066 0.00208 140.0 140.0 140.0 0.00000 0.00
1
1592 1560 0.00000 0.00083 0.00005 140.0 140.0 140.0 0.00000 0.00
1
1563 1564 0.00083 0.00165 0.00017 90.0 90.0 90.0 0.00000 0.00
1
1565 1573 0.00579 0.01736 0.00196 140.0 140.0 140.0 0.00000 0.00
1
1567 1569 0.00000 0.00083 0.00002 114.0 114.0 114.0 0.00000 0.00
1
1568 1570 0.00000 0.00083 0.00002 140.0 140.0 140.0 0.00000 0.00
1
1581 1580 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1586 1582 0.00165 0.00496 0.00053 140.0 140.0 140.0 0.00000 0.00
1
1588 1589 0.00331 0.00992 0.00094 140.0 140.0 140.0 0.00000 0.00
1
1590 1592 0.00413 0.01405 0.00162 140.0 140.0 140.0 0.00000 0.00
1
1729 1602 0.01471 0.03736 0.00382 120.0 120.0 120.0 0.00000 0.00
1
2001 1602 0.00504 0.01413 0.00145 120.0 120.0 120.0 0.00000 0.00
1
1605 1603 0.01351 0.02349 0.00224 68.0 68.0 68.0 0.00000 0.00
1
1759 1603 0.03198 0.08107 0.00828 120.0 120.0 120.0 0.00000 0.00
1
2103 1603 0.00129 0.00374 0.00038 120.0 120.0 120.0 0.00000 0.00
1
1604 1605 0.00276 0.00483 0.00046 68.0 68.0 68.0 0.00000 0.00
1
1606 1673 0.00499 0.01691 0.00147 137.0 137.0 137.0 0.00000 0.00
1
2095 1606 0.00610 0.02065 0.00204 137.0 137.0 137.0 0.00000 0.00
1
1809 1607 0.02676 0.07689 0.00772 120.0 120.0 120.0 0.00000 0.00
1
2226 1607 0.03926 0.10744 0.01108 120.0 120.0 120.0 0.00000 0.00
1
1687 1608 0.02157 0.04835 0.00487 90.0 90.0 90.0 0.00000 0.00
1
1826 1608 0.01165 0.02074 0.00212 90.0 90.0 90.0 0.00000 0.00
1
1700 1609 0.03507 0.11878 0.01176 137.0 137.0 137.0 0.00000 0.00
1
1823 1609 0.04107 0.13909 0.01377 137.0 137.0 137.0 0.00000 0.00
1
2087 1609 0.01769 0.05744 0.00596 137.0 137.0 137.0 0.00000 0.00
1
1611 1610 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1623 1610 0.00661 0.01983 0.00230 90.0 90.0 90.0 0.00000 0.00
1
1987 1610 0.01762 0.04135 0.00402 90.0 90.0 90.0 0.00000 0.00
1
1641 1612 0.03793 0.07240 0.00708 90.0 90.0 90.0 0.00000 0.00
1
1662 1612 0.00347 0.00405 0.00162 90.0 90.0 90.0 0.00000 0.00
1
1613 1859 0.00577 0.01954 0.00193 137.0 137.0 137.0 0.00000 0.00
1
1921 1613 0.00228 0.00772 0.00076 137.0 137.0 137.0 0.00000 0.00
1
1656 1614 0.01165 0.03463 0.00356 90.0 90.0 90.0 0.00000 0.00
1
1867 1615 0.03760 0.06760 0.00651 90.0 90.0 90.0 0.00000 0.00
1
1848 1616 0.01380 0.02421 0.00230 90.0 90.0 90.0 0.00000 0.00
1
1616 2071 0.01877 0.03282 0.00313 90.0 90.0 90.0 0.00000 0.00
1
1618 1617 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1840 1617 0.04902 0.12753 0.01292 120.0 120.0 120.0 0.00000 0.00
1
2031 1617 0.00945 0.02846 0.00280 90.0 90.0 90.0 0.00000 0.00
1
1619 1618 0.00650 0.02202 0.00218 120.0 120.0 120.0 0.00000 0.00
1
1651 1618 0.04283 0.09787 0.00953 90.0 90.0 90.0 0.00000 0.00
1
1984 1618 0.02486 0.04348 0.00415 137.0 137.0 137.0 0.00000 0.00
1
1777 1619 0.01074 0.03471 0.00356 114.0 114.0 114.0 0.00000 0.00
1
1839 1619 0.05489 0.14743 0.01489 120.0 120.0 120.0 0.00000 0.00
1
2030 1619 0.00451 0.01529 0.00151 137.0 137.0 137.0 0.00000 0.00
1
1621 1620 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1897 1620 0.00661 0.00992 0.00106 68.0 68.0 68.0 0.00000 0.00
1
1620 2059 0.00405 0.01306 0.00136 120.0 120.0 120.0 0.00000 0.00
1
1622 1894 0.00372 0.01248 0.00116 120.0 120.0 120.0 0.00000 0.00
1
1622 2076 0.00617 0.01736 0.00174 120.0 120.0 120.0 0.00000 0.00
1
1830 1623 0.03223 0.05537 0.00307 90.0 90.0 90.0 0.00000 0.00
1
1832 1623 0.01157 0.02810 0.00286 120.0 120.0 120.0 0.00000 0.00
1
2383 1623 0.05787 0.10132 0.00967 90.0 90.0 90.0 0.00000 0.00
1
1734 1624 0.01753 0.05936 0.00588 137.0 137.0 137.0 0.00000 0.00
1
1889 1624 0.02479 0.04298 0.00423 90.0 90.0 90.0 0.00000 0.00
1
1624 1898 0.01135 0.03509 0.00346 90.0 90.0 90.0 0.00000 0.00
1
2383 1624 0.05787 0.10132 0.00967 90.0 90.0 90.0 0.00000 0.00
1
1820 1625 0.02213 0.07514 0.00742 91.0 91.0 91.0 0.00000 0.00
1
1940 1625 0.04678 0.05793 0.00462 91.0 91.0 91.0 0.00000 0.00
1
1626 2113 0.01499 0.03154 0.00310 90.0 90.0 90.0 0.00000 0.00
1
1627 2087 0.05234 0.09155 0.00873 68.0 68.0 68.0 0.00000 0.00
1
2107 1628 0.00744 0.02397 0.00244 120.0 120.0 120.0 0.00000 0.00
1
2112 1628 0.00661 0.00909 0.00116 120.0 120.0 120.0 0.00000 0.00
1
1659 1629 0.01711 0.05562 0.00480 137.0 137.0 137.0 0.00000 0.00
1
1823 1629 0.02099 0.06934 0.00699 137.0 137.0 137.0 0.00000 0.00
1
1840 1630 0.02727 0.06860 0.00666 120.0 120.0 120.0 0.00000 0.00
1
1631 1647 0.03669 0.09165 0.00940 120.0 120.0 120.0 0.00000 0.00
1
1632 1664 0.00009 0.00069 0.00007 137.0 137.0 137.0 0.00000 0.00
1
1693 1632 0.00555 0.01818 0.00186 137.0 137.0 137.0 0.00000 0.00
1
1633 1874 0.01452 0.04917 0.00487 90.0 90.0 90.0 0.00000 0.00
1
1633 1906 0.02276 0.07710 0.00763 137.0 137.0 137.0 0.00000 0.00
1
1860 1634 0.02950 0.05017 0.00484 90.0 90.0 90.0 0.00000 0.00
1
1634 2113 0.02711 0.04612 0.00445 90.0 90.0 90.0 0.00000 0.00
1
1636 1635 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1743 1635 0.03793 0.06612 0.00641 90.0 90.0 90.0 0.00000 0.00
1
1810 1635 0.01405 0.04463 0.00484 120.0 120.0 120.0 0.00000 0.00
1
1748 1637 0.02893 0.04711 0.00527 90.0 90.0 90.0 0.00000 0.00
1
1871 1637 0.03380 0.05537 0.00595 66.0 66.0 66.0 0.00000 0.00
1
1932 1637 0.01570 0.04793 0.00515 137.0 137.0 137.0 0.00000 0.00
1
2045 1637 0.00413 0.00661 0.00073 90.0 90.0 90.0 0.00000 0.00
1
1990 1638 0.01198 0.04056 0.00401 137.0 137.0 137.0 0.00000 0.00
1
2044 1638 0.00413 0.00661 0.00073 90.0 90.0 90.0 0.00000 0.00
1
2070 1638 0.01438 0.02405 0.00249 90.0 90.0 90.0 0.00000 0.00
1
1735 1639 0.02967 0.07661 0.00777 120.0 120.0 120.0 0.00000 0.00
1
1639 2103 0.02833 0.07349 0.00745 120.0 120.0 120.0 0.00000 0.00
1
1903 1640 0.01165 0.03957 0.00392 91.0 91.0 91.0 0.00000 0.00
1
2015 1640 0.02992 0.10136 0.01003 137.0 137.0 137.0 0.00000 0.00
1
2020 1641 0.02182 0.07107 0.00737 137.0 137.0 137.0 0.00000 0.00
1
1649 1642 0.03322 0.05661 0.00545 120.0 120.0 120.0 0.00000 0.00
1
1692 1642 0.01214 0.04112 0.00407 137.0 137.0 137.0 0.00000 0.00
1
1846 1643 0.05033 0.13388 0.01203 90.0 90.0 90.0 0.00000 0.00
1
2024 1643 0.02851 0.09843 0.00896 137.0 137.0 137.0 0.00000 0.00
1
1761 1644 0.04537 0.07694 0.00779 90.0 90.0 90.0 0.00000 0.00
1
1971 1644 0.02248 0.03860 0.00382 90.0 90.0 90.0 0.00000 0.00
1
1645 1650 0.06463 0.10992 0.01059 137.0 137.0 137.0 0.00000 0.00
1
1776 1645 0.02439 0.06359 0.01204 137.0 137.0 137.0 0.00000 0.00
1
1655 1646 0.00537 0.01512 0.00153 120.0 120.0 120.0 0.00000 0.00
1
1674 1646 0.00074 0.00231 0.00024 137.0 137.0 137.0 0.00000 0.00
1
1648 1647 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1731 1647 0.00592 0.01857 0.00199 90.0 90.0 90.0 0.00000 0.00
1
1767 1647 0.02719 0.04917 0.00478 90.0 90.0 90.0 0.00000 0.00
1
1886 1647 0.01290 0.02274 0.00220 90.0 90.0 90.0 0.00000 0.00
1
1887 1647 0.01204 0.02472 0.00244 90.0 90.0 90.0 0.00000 0.00
1
2027 1647 0.00157 0.00512 0.00053 120.0 120.0 120.0 0.00000 0.00
1
2028 1647 0.00153 0.00493 0.00050 120.0 120.0 120.0 0.00000 0.00
1
1752 1649 0.01570 0.04959 0.00511 120.0 120.0 120.0 0.00000 0.00
1
1884 1649 0.03719 0.11901 0.01220 114.0 114.0 114.0 0.00000 0.00
1
1948 1649 0.06583 0.22298 0.02208 137.0 137.0 137.0 0.00000 0.00
1
1956 1649 0.00413 0.03140 0.00300 137.0 137.0 137.0 0.00000 0.00
1
1930 1650 0.00447 0.01463 0.00151 120.0 120.0 120.0 0.00000 0.00
1
1931 1650 0.02066 0.06612 0.00678 120.0 120.0 120.0 0.00000 0.00
1
2068 1650 0.02070 0.07012 0.00694 137.0 137.0 137.0 0.00000 0.00
1
1650 2077 0.00687 0.02326 0.00230 120.0 120.0 120.0 0.00000 0.00
1
1916 1651 0.01319 0.04467 0.00442 137.0 137.0 137.0 0.00000 0.00
1
1663 1652 0.02174 0.05000 0.00501 90.0 90.0 90.0 0.00000 0.00
1
1804 1652 0.03471 0.06744 0.00663 90.0 90.0 90.0 0.00000 0.00
1
1918 1653 0.00165 0.00537 0.00055 137.0 137.0 137.0 0.00000 0.00
1
2018 1653 0.00182 0.00595 0.00063 137.0 137.0 137.0 0.00000 0.00
1
1669 1654 0.04421 0.11367 0.01112 91.0 91.0 91.0 0.00000 0.00
1
1950 1654 0.02228 0.07545 0.00747 91.0 91.0 91.0 0.00000 0.00
1
1901 1655 0.00686 0.02198 0.00228 137.0 137.0 137.0 0.00000 0.00
1
1673 1656 0.00603 0.01785 0.00183 91.0 91.0 91.0 0.00000 0.00
1
1917 1656 0.02204 0.07467 0.00739 91.0 91.0 91.0 0.00000 0.00
1
1657 2002 0.01570 0.05157 0.00528 137.0 137.0 137.0 0.00000 0.00
1
2106 1657 0.01031 0.01797 0.00171 90.0 90.0 90.0 0.00000 0.00
1
1693 1658 0.02058 0.06760 0.00569 137.0 137.0 137.0 0.00000 0.00
1
1845 1658 0.01983 0.05504 0.00595 76.0 76.0 76.0 0.00000 0.00
1
1913 1658 0.00926 0.01860 0.00181 90.0 90.0 90.0 0.00000 0.00
1
1658 2078 0.00375 0.01025 0.00103 76.0 76.0 76.0 0.00000 0.00
1
1985 1659 0.02521 0.08264 0.00847 137.0 137.0 137.0 0.00000 0.00
1
1737 1660 0.00161 0.00529 0.00054 137.0 137.0 137.0 0.00000 0.00
1
1805 1660 0.00302 0.01000 0.00102 137.0 137.0 137.0 0.00000 0.00
1
1667 1661 0.05636 0.10521 0.01021 90.0 90.0 90.0 0.00000 0.00
1
1804 1661 0.04669 0.09545 0.00939 90.0 90.0 90.0 0.00000 0.00
1
1788 1662 0.03397 0.05942 0.00567 90.0 90.0 90.0 0.00000 0.00
1
1826 1662 0.06760 0.11446 0.01106 90.0 90.0 90.0 0.00000 0.00
1
1992 1663 0.04463 0.09421 0.00963 76.0 76.0 76.0 0.00000 0.00
1
1665 1664 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1664 1775 0.00064 0.00483 0.00047 137.0 137.0 137.0 0.00000 0.00
1
2020 1664 0.01289 0.04198 0.00436 137.0 137.0 137.0 0.00000 0.00
1
1667 1666 0.01835 0.06256 0.00605 137.0 137.0 137.0 0.00000 0.00
1
1983 1666 0.02521 0.08182 0.00917 137.0 137.0 137.0 0.00000 0.00
1
2038 1667 0.04116 0.10446 0.01043 120.0 120.0 120.0 0.00000 0.00
1
1668 1743 0.03853 0.06806 0.00650 90.0 90.0 90.0 0.00000 0.00
1
1797 1668 0.02515 0.04550 0.00437 120.0 120.0 120.0 0.00000 0.00
1
1670 1669 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1700 1669 0.05702 0.11331 0.01091 90.0 90.0 90.0 0.00000 0.00
1
1758 1669 0.01033 0.01802 0.00172 90.0 90.0 90.0 0.00000 0.00
1
1671 2060 0.00744 0.01917 0.00197 120.0 120.0 120.0 0.00000 0.00
1
2059 1672 0.00182 0.00463 0.00047 120.0 120.0 120.0 0.00000 0.00
1
1851 1673 0.00292 0.00988 0.00098 120.0 120.0 120.0 0.00000 0.00
1
1986 1673 0.01126 0.03814 0.00378 91.0 91.0 91.0 0.00000 0.00
1
1854 1674 0.00281 0.00909 0.00094 137.0 137.0 137.0 0.00000 0.00
1
1893 1674 0.00259 0.00876 0.00087 137.0 137.0 137.0 0.00000 0.00
1
1918 1674 0.00519 0.01413 0.00143 120.0 120.0 120.0 0.00000 0.00
1
1684 1675 0.01393 0.04721 0.00467 91.0 91.0 91.0 0.00000 0.00
1
1675 1917 0.01214 0.04112 0.00407 91.0 91.0 91.0 0.00000 0.00
1
1864 1676 0.04152 0.07429 0.00710 90.0 90.0 90.0 0.00000 0.00
1
1945 1676 0.05017 0.08774 0.00837 90.0 90.0 90.0 0.00000 0.00
1
1907 1677 0.00731 0.01279 0.00122 90.0 90.0 90.0 0.00000 0.00
1
1926 1678 0.02035 0.03558 0.00340 90.0 90.0 90.0 0.00000 0.00
1
1757 1679 0.06926 0.12157 0.01174 90.0 90.0 90.0 0.00000 0.00
1
1998 1679 0.01818 0.05884 0.00612 137.0 137.0 137.0 0.00000 0.00
1
1681 1680 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1921 1680 0.02689 0.05343 0.00384 90.0 90.0 90.0 0.00000 0.00
1
1960 1680 0.00628 0.01058 0.00108 90.0 90.0 90.0 0.00000 0.00
1
1997 1680 0.00960 0.02474 0.00251 120.0 120.0 120.0 0.00000 0.00
1
2012 1680 0.01093 0.03700 0.00366 137.0 137.0 137.0 0.00000 0.00
1
1834 1681 0.00843 0.02298 0.00232 90.0 90.0 90.0 0.00000 0.00
1
1859 1681 0.00780 0.02641 0.00262 137.0 137.0 137.0 0.00000 0.00
1
1904 1681 0.01144 0.03023 0.00306 120.0 120.0 120.0 0.00000 0.00
1
2096 1681 0.01777 0.03157 0.00301 90.0 90.0 90.0 0.00000 0.00
1
1683 1682 0.00688 0.02328 0.00230 137.0 137.0 137.0 0.00000 0.00
1
2029 1682 0.01445 0.04894 0.00484 137.0 137.0 137.0 0.00000 0.00
1
1684 1683 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2015 1684 0.04207 0.14132 0.01394 137.0 137.0 137.0 0.00000 0.00
1
2069 1685 0.04843 0.07405 0.00689 90.0 90.0 90.0 0.00000 0.00
1
1697 1686 0.01040 0.03704 0.00282 90.0 90.0 90.0 0.00000 0.00
1
1720 1686 0.00140 0.00463 0.00046 91.0 91.0 91.0 0.00000 0.00
1
1827 1686 0.02612 0.04421 0.00441 90.0 90.0 90.0 0.00000 0.00
1
1962 1686 0.02736 0.09182 0.00907 90.0 90.0 90.0 0.00000 0.00
1
1702 1687 0.00415 0.00726 0.00069 90.0 90.0 90.0 0.00000 0.00
1
1983 1687 0.02719 0.08793 0.00910 137.0 137.0 137.0 0.00000 0.00
1
1835 1688 0.06537 0.11488 0.01096 90.0 90.0 90.0 0.00000 0.00
1
2086 1688 0.03983 0.06967 0.00666 90.0 90.0 90.0 0.00000 0.00
1
1689 1702 0.00652 0.01140 0.00109 90.0 90.0 90.0 0.00000 0.00
1
1689 2062 0.00711 0.01244 0.00119 90.0 90.0 90.0 0.00000 0.00
1
1690 1878 0.02737 0.09213 0.00912 137.0 137.0 137.0 0.00000 0.00
1
1879 1690 0.01729 0.05855 0.00580 137.0 137.0 137.0 0.00000 0.00
1
1861 1691 0.04140 0.08355 0.00786 90.0 90.0 90.0 0.00000 0.00
1
1874 1691 0.01000 0.03479 0.00317 137.0 137.0 137.0 0.00000 0.00
1
1695 1694 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1832 1694 0.01405 0.04463 0.00460 120.0 120.0 120.0 0.00000 0.00
1
1963 1694 0.02810 0.08926 0.00924 114.0 114.0 114.0 0.00000 0.00
1
1696 1697 0.00375 0.00656 0.00063 90.0 90.0 90.0 0.00000 0.00
1
1698 1814 0.03771 0.12774 0.01265 137.0 137.0 137.0 0.00000 0.00
1
1793 1699 0.05149 0.17438 0.01725 137.0 137.0 137.0 0.00000 0.00
1
1912 1701 0.01289 0.03372 0.00333 120.0 120.0 120.0 0.00000 0.00
1
1922 1701 0.00661 0.01826 0.00194 120.0 120.0 120.0 0.00000 0.00
1
1788 1703 0.02967 0.04926 0.00486 90.0 90.0 90.0 0.00000 0.00
1
1951 1703 0.03149 0.05215 0.00515 90.0 90.0 90.0 0.00000 0.00
1
1956 1704 0.02893 0.08843 0.00973 120.0 120.0 120.0 0.00000 0.00
1
2112 1704 0.04298 0.10248 0.01050 90.0 90.0 90.0 0.00000 0.00
1
1705 1814 0.06808 0.12440 0.01294 90.0 90.0 90.0 0.00000 0.00
1
1974 1705 0.00430 0.01028 0.00143 90.0 90.0 90.0 0.00000 0.00
1
1706 2112 0.00245 0.00833 0.00083 114.0 114.0 114.0 0.00000 0.00
1
1707 2113 0.00245 0.00833 0.00083 114.0 114.0 114.0 0.00000 0.00
1
2113 1708 0.00496 0.01488 0.00167 120.0 120.0 120.0 0.00000 0.00
1
2046 1709 0.05893 0.12397 0.01197 90.0 90.0 90.0 0.00000 0.00
1
2112 1709 0.00496 0.01488 0.00167 120.0 120.0 120.0 0.00000 0.00
1
1710 1884 0.00435 0.00760 0.00072 68.0 68.0 68.0 0.00000 0.00
1
1711 1885 0.00435 0.00760 0.00072 68.0 68.0 68.0 0.00000 0.00
1
1713 1712 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1760 1712 0.00050 0.00397 0.00056 274.0 274.0 274.0 0.00000 0.00
1
1762 1712 0.00050 0.00397 0.00056 160.0 160.0 160.0 0.00000 0.00
1
2017 1712 0.00099 0.00793 0.00077 171.0 171.0 171.0 0.00000 0.00
1
2056 1714 0.00083 0.00248 0.00027 90.0 90.0 90.0 0.00000 0.00
1
1748 1715 0.01157 0.01983 0.00194 90.0 90.0 90.0 0.00000 0.00
1
1715 2022 0.00794 0.01591 0.00153 90.0 90.0 90.0 0.00000 0.00
1
1739 1716 0.02901 0.05165 0.00489 90.0 90.0 90.0 0.00000 0.00
1
1847 1716 0.01661 0.02950 0.00288 90.0 90.0 90.0 0.00000 0.00
1
1718 1717 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1717 1954 0.01660 0.05623 0.00557 9.0 9.0 9.0 0.00000 0.00
1
1717 1967 0.00826 0.01653 0.00194 120.0 120.0 120.0 0.00000 0.00
1
1717 2108 0.01676 0.05678 0.00562 114.0 114.0 114.0 0.00000 0.00
1
2085 1719 0.01132 0.03744 0.00370 137.0 137.0 137.0 0.00000 0.00
1
2087 1719 0.01157 0.03942 0.00390 137.0 137.0 137.0 0.00000 0.00
1
2071 1720 0.05945 0.10398 0.00992 90.0 90.0 90.0 0.00000 0.00
1
1871 1721 0.01570 0.04628 0.00501 68.0 68.0 68.0 0.00000 0.00
1
1722 1844 0.00752 0.01256 0.00130 57.0 57.0 57.0 0.00000 0.00
1
1731 1723 0.00579 0.01322 0.00138 90.0 90.0 90.0 0.00000 0.00
1
1838 1723 0.02893 0.05124 0.00469 90.0 90.0 90.0 0.00000 0.00
1
1795 1724 0.00405 0.01331 0.00138 137.0 137.0 137.0 0.00000 0.00
1
1906 1724 0.00574 0.01944 0.00192 137.0 137.0 137.0 0.00000 0.00
1
1725 1882 0.01364 0.02380 0.00227 68.0 68.0 68.0 0.00000 0.00
1
1727 1726 0.00380 0.01215 0.00123 137.0 137.0 137.0 0.00000 0.00
1
1756 1726 0.01529 0.04967 0.00518 91.0 91.0 91.0 0.00000 0.00
1
1766 1726 0.02843 0.05207 0.00498 90.0 90.0 90.0 0.00000 0.00
1
1825 1727 0.02017 0.04959 0.00508 120.0 120.0 120.0 0.00000 0.00
1
1870 1728 0.01711 0.05769 0.00567 137.0 137.0 137.0 0.00000 0.00
1
2104 1728 0.01455 0.05314 0.00523 137.0 137.0 137.0 0.00000 0.00
1
1787 1729 0.02504 0.06364 0.00724 120.0 120.0 120.0 0.00000 0.00
1
1884 1730 0.04628 0.07686 0.00755 76.0 76.0 76.0 0.00000 0.00
1
1981 1730 0.05124 0.08182 0.00949 90.0 90.0 90.0 0.00000 0.00
1
2027 1732 0.00661 0.01570 0.00165 120.0 120.0 120.0 0.00000 0.00
1
1735 1733 0.00504 0.01421 0.00150 120.0 120.0 120.0 0.00000 0.00
1
1737 1733 0.01645 0.04298 0.00443 120.0 120.0 120.0 0.00000 0.00
1
1767 1734 0.01893 0.05950 0.00656 120.0 120.0 120.0 0.00000 0.00
1
1808 1734 0.00900 0.03048 0.00302 68.0 68.0 68.0 0.00000 0.00
1
1830 1734 0.01405 0.02314 0.00232 90.0 90.0 90.0 0.00000 0.00
1
2065 1736 0.00702 0.01752 0.00078 90.0 90.0 90.0 0.00000 0.00
1
1993 1737 0.01760 0.05694 0.00575 137.0 137.0 137.0 0.00000 0.00
1
1738 1883 0.00868 0.01512 0.00145 68.0 68.0 68.0 0.00000 0.00
1
1959 1739 0.04645 0.08174 0.00801 90.0 90.0 90.0 0.00000 0.00
1
1969 1739 0.01848 0.03232 0.00308 90.0 90.0 90.0 0.00000 0.00
1
1740 2064 0.02042 0.03616 0.00345 137.0 137.0 137.0 0.00000 0.00
1
1741 1882 0.02826 0.04942 0.00471 90.0 90.0 90.0 0.00000 0.00
1
1743 1742 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1963 1742 0.02479 0.03471 0.00419 90.0 90.0 90.0 0.00000 0.00
1
1901 1744 0.01413 0.04628 0.00475 137.0 137.0 137.0 0.00000 0.00
1
1906 1744 0.01612 0.05405 0.00532 137.0 137.0 137.0 0.00000 0.00
1
1999 1744 0.01372 0.04446 0.00460 91.0 91.0 91.0 0.00000 0.00
1
2043 1745 0.02983 0.05463 0.00552 90.0 90.0 90.0 0.00000 0.00
1
1862 1746 0.02269 0.06221 0.00629 90.0 90.0 90.0 0.00000 0.00
1
1746 2085 0.03124 0.10231 0.01048 137.0 137.0 137.0 0.00000 0.00
1
1800 1747 0.02893 0.04711 0.00530 90.0 90.0 90.0 0.00000 0.00
1
2041 1747 0.00331 0.00579 0.00055 90.0 90.0 90.0 0.00000 0.00
1
2044 1747 0.02562 0.04380 0.00455 90.0 90.0 90.0 0.00000 0.00
1
2056 1747 0.01157 0.01893 0.00191 90.0 90.0 90.0 0.00000 0.00
1
2082 1747 0.02149 0.04050 0.00358 90.0 90.0 90.0 0.00000 0.00
1
2042 1748 0.00331 0.00579 0.00061 90.0 90.0 90.0 0.00000 0.00
1
2055 1748 0.01157 0.01893 0.00201 90.0 90.0 90.0 0.00000 0.00
1
2061 1748 0.10000 0.16529 0.01822 76.0 76.0 76.0 0.00000 0.00
1
2114 1748 0.04711 0.08182 0.00806 90.0 90.0 90.0 0.00000 0.00
1
1749 1755 0.00455 0.01263 0.00127 114.0 114.0 114.0 0.00000 0.00
1
1750 1919 0.01248 0.03219 0.00326 114.0 114.0 114.0 0.00000 0.00
1
1751 2072 0.00060 0.00103 0.00010 90.0 90.0 90.0 0.00000 0.00
1
1783 1752 0.00909 0.02893 0.00317 120.0 120.0 120.0 0.00000 0.00
1
1772 1753 0.00909 0.02645 0.00269 120.0 120.0 120.0 0.00000 0.00
1
1754 1920 0.01028 0.01795 0.00171 114.0 114.0 114.0 0.00000 0.00
1
1755 1773 0.01642 0.05563 0.00551 137.0 137.0 137.0 0.00000 0.00
1
1794 1756 0.01752 0.05438 0.00564 91.0 91.0 91.0 0.00000 0.00
1
1945 1757 0.03397 0.05810 0.00559 90.0 90.0 90.0 0.00000 0.00
1
1822 1758 0.03620 0.06339 0.00612 90.0 90.0 90.0 0.00000 0.00
1
1801 1759 0.00692 0.01922 0.00194 120.0 120.0 120.0 0.00000 0.00
1
1764 1760 0.01124 0.46322 0.00000 80.0 80.0 80.0 0.98510 0.00
1
1863 1760 0.01322 0.03289 0.00347 120.0 120.0 120.0 0.00000 0.00
1
1888 1760 0.01033 0.03405 0.00348 120.0 120.0 120.0 0.00000 0.00
1
1964 1760 0.01622 0.04179 0.00424 120.0 120.0 120.0 0.00000 0.00
1
1763 1761 0.01124 0.45248 0.00000 80.0 80.0 80.0 0.94790 0.00
1
1855 1761 0.00975 0.03207 0.00329 120.0 120.0 120.0 0.00000 0.00
1
1883 1761 0.00537 0.01545 0.00181 240.0 240.0 240.0 0.00000 0.00
1
2234 1761 0.04132 0.08760 0.01220 68.0 68.0 68.0 0.00000 0.00
1
1765 1883 0.00687 0.02322 0.00230 68.0 68.0 68.0 0.00000 0.00
1
1935 1766 0.02843 0.05207 0.00498 90.0 90.0 90.0 0.00000 0.00
1
1768 1919 0.00257 0.00449 0.00043 114.0 114.0 114.0 0.00000 0.00
1
1769 1919 0.00257 0.00449 0.00043 114.0 114.0 114.0 0.00000 0.00
1
1770 1920 0.00257 0.00449 0.00043 114.0 114.0 114.0 0.00000 0.00
1
1771 2066 0.00102 0.00347 0.00034 120.0 120.0 120.0 0.00000 0.00
1
1772 1801 0.02617 0.07269 0.00732 120.0 120.0 120.0 0.00000 0.00
1
1773 2066 0.00431 0.01388 0.00116 120.0 120.0 120.0 0.00000 0.00
1
1791 1774 0.00645 0.02187 0.00216 120.0 120.0 120.0 0.00000 0.00
1
1777 1776 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1942 1776 0.00579 0.01893 0.00191 76.0 76.0 76.0 0.00000 0.00
1
1782 1778 0.00496 0.01653 0.00177 137.0 137.0 137.0 0.00000 0.00
1
1919 1778 0.00248 0.00661 0.00068 137.0 137.0 137.0 0.00000 0.00
1
1920 1779 0.00248 0.00661 0.00068 137.0 137.0 137.0 0.00000 0.00
1
2067 1780 0.00031 0.00103 0.00010 90.0 90.0 90.0 0.00000 0.00
1
1920 1781 0.00579 0.01818 0.00186 120.0 120.0 120.0 0.00000 0.00
1
2077 1781 0.01209 0.04096 0.00406 120.0 120.0 120.0 0.00000 0.00
1
1783 1782 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1784 1919 0.00277 0.00937 0.00093 120.0 120.0 120.0 0.00000 0.00
1
2067 1784 0.01126 0.01969 0.00188 90.0 90.0 90.0 0.00000 0.00
1
1920 1785 0.00277 0.00937 0.00093 120.0 120.0 120.0 0.00000 0.00
1
1791 1786 0.00992 0.03058 0.00329 120.0 120.0 120.0 0.00000 0.00
1
2113 1786 0.00909 0.02727 0.00290 120.0 120.0 120.0 0.00000 0.00
1
1790 1789 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1919 1789 0.00826 0.02479 0.00278 137.0 137.0 137.0 0.00000 0.00
1
2113 1790 0.01322 0.04207 0.00460 120.0 120.0 120.0 0.00000 0.00
1
1792 1919 0.00942 0.03193 0.00316 120.0 120.0 120.0 0.00000 0.00
1
1796 1793 0.00653 0.02207 0.00216 91.0 91.0 91.0 0.00000 0.00
1
1796 1794 0.00240 0.00413 0.00039 90.0 90.0 90.0 0.00000 0.00
1
1894 1795 0.00174 0.00479 0.00048 120.0 120.0 120.0 0.00000 0.00
1
1796 1843 0.05967 0.10455 0.00995 90.0 90.0 90.0 0.00000 0.00
1
1878 1796 0.03793 0.09752 0.00999 120.0 120.0 120.0 0.00000 0.00
1
1798 1797 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1885 1799 0.10413 0.16851 0.01897 90.0 90.0 90.0 0.00000 0.00
1
1803 1802 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1802 2092 0.01475 0.04826 0.00495 120.0 120.0 120.0 0.00000 0.00
1
2065 1806 0.00355 0.00959 0.00080 90.0 90.0 90.0 0.00000 0.00
1
1829 1807 0.02562 0.07851 0.00842 137.0 137.0 137.0 0.00000 0.00
1
1839 1807 0.03223 0.07769 0.00440 120.0 120.0 120.0 0.00000 0.00
1
1964 1809 0.01348 0.03929 0.00394 120.0 120.0 120.0 0.00000 0.00
1
1811 1810 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2090 1810 0.04876 0.06942 0.01254 120.0 120.0 120.0 0.00000 0.00
1
1813 1812 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1865 1812 0.00122 0.00413 0.00041 34.0 34.0 34.0 0.00000 0.00
1
1865 1812 0.00122 0.00413 0.00041 34.0 34.0 34.0 0.00000 0.00
1
1815 1814 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1820 1814 0.00389 0.01322 0.00130 91.0 91.0 91.0 0.00000 0.00
1
1969 1814 0.03196 0.05589 0.00533 90.0 90.0 90.0 0.00000 0.00
1
2069 1814 0.03843 0.07041 0.00652 90.0 90.0 90.0 0.00000 0.00
1
1816 2068 0.00615 0.02083 0.00206 137.0 137.0 137.0 0.00000 0.00
1
1817 2061 0.01570 0.04628 0.00501 76.0 76.0 76.0 0.00000 0.00
1
1819 1818 0.00826 0.01240 0.00128 120.0 120.0 120.0 0.00000 0.00
1
1818 2068 0.00349 0.01180 0.00117 137.0 137.0 137.0 0.00000 0.00
1
1885 1819 0.01570 0.02562 0.00227 120.0 120.0 120.0 0.00000 0.00
1
1845 1821 0.02264 0.07355 0.00762 137.0 137.0 137.0 0.00000 0.00
1
1828 1822 0.02818 0.05818 0.00590 90.0 90.0 90.0 0.00000 0.00
1
1857 1822 0.02595 0.08512 0.00874 137.0 137.0 137.0 0.00000 0.00
1
1952 1822 0.03934 0.12917 0.01320 137.0 137.0 137.0 0.00000 0.00
1
1910 1823 0.02000 0.03744 0.00365 90.0 90.0 90.0 0.00000 0.00
1
2084 1823 0.01421 0.04661 0.00477 137.0 137.0 137.0 0.00000 0.00
1
1824 1906 0.01344 0.02383 0.00227 90.0 90.0 90.0 0.00000 0.00
1
1926 1824 0.00698 0.01279 0.00098 90.0 90.0 90.0 0.00000 0.00
1
1825 2101 0.03744 0.09653 0.00989 120.0 120.0 120.0 0.00000 0.00
1
1985 1827 0.05901 0.10380 0.00996 90.0 90.0 90.0 0.00000 0.00
1
2098 1828 0.01256 0.02190 0.00212 90.0 90.0 90.0 0.00000 0.00
1
1942 1829 0.01240 0.04132 0.00419 120.0 120.0 120.0 0.00000 0.00
1
1838 1830 0.01570 0.02727 0.00252 90.0 90.0 90.0 0.00000 0.00
1
1846 1831 0.02706 0.09164 0.00907 90.0 90.0 90.0 0.00000 0.00
1
1864 1831 0.02078 0.03802 0.00364 90.0 90.0 90.0 0.00000 0.00
1
1976 1833 0.03430 0.06000 0.00574 90.0 90.0 90.0 0.00000 0.00
1
2047 1833 0.03967 0.06934 0.00663 90.0 90.0 90.0 0.00000 0.00
1
1960 1834 0.00802 0.02174 0.00220 90.0 90.0 90.0 0.00000 0.00
1
1944 1835 0.03769 0.06554 0.00624 90.0 90.0 90.0 0.00000 0.00
1
1975 1836 0.03347 0.05893 0.00578 90.0 90.0 90.0 0.00000 0.00
1
2102 1836 0.02959 0.05471 0.00503 90.0 90.0 90.0 0.00000 0.00
1
1962 1837 0.02198 0.07380 0.00736 90.0 90.0 90.0 0.00000 0.00
1
2102 1837 0.03306 0.05860 0.00557 90.0 90.0 90.0 0.00000 0.00
1
2010 1839 0.00514 0.03512 0.00790 120.0 120.0 120.0 0.00000 0.00
1
2100 1839 0.01317 0.04460 0.00442 120.0 120.0 120.0 0.00000 0.00
1
2010 1840 0.00514 0.03512 0.00790 120.0 120.0 120.0 0.00000 0.00
1
2032 1841 0.06744 0.11802 0.01126 10.0 10.0 10.0 0.00000 0.00
1
1842 2054 0.02008 0.06818 0.00674 10.0 10.0 10.0 0.00000 0.00
1
2000 1843 0.06215 0.10504 0.01058 90.0 90.0 90.0 0.00000 0.00
1
2070 1844 0.01165 0.02124 0.00221 90.0 90.0 90.0 0.00000 0.00
1
1939 1845 0.06942 0.14050 0.01368 90.0 90.0 90.0 0.00000 0.00
1
1945 1845 0.03430 0.24545 0.02408 137.0 137.0 137.0 0.00000 0.00
1
1992 1846 0.02860 0.05322 0.00515 76.0 76.0 76.0 0.00000 0.00
1
2080 1846 0.04008 0.10222 0.01016 90.0 90.0 90.0 0.00000 0.00
1
1925 1847 0.02272 0.03973 0.00379 90.0 90.0 90.0 0.00000 0.00
1
1939 1848 0.04802 0.10264 0.01344 90.0 90.0 90.0 0.00000 0.00
1
1849 2071 0.02111 0.07150 0.00708 90.0 90.0 90.0 0.00000 0.00
1
1945 1850 0.02306 0.05736 0.00587 120.0 120.0 120.0 0.00000 0.00
1
1991 1850 0.01107 0.02744 0.00281 120.0 120.0 120.0 0.00000 0.00
1
1918 1852 0.00182 0.00455 0.00046 91.0 91.0 91.0 0.00000 0.00
1
1926 1853 0.01475 0.04998 0.00495 90.0 90.0 90.0 0.00000 0.00
1
1986 1853 0.01124 0.03818 0.00378 91.0 91.0 91.0 0.00000 0.00
1
1924 1854 0.00339 0.01099 0.00114 137.0 137.0 137.0 0.00000 0.00
1
2101 1855 0.03488 0.09488 0.00972 120.0 120.0 120.0 0.00000 0.00
1
1986 1856 0.04033 0.06893 0.00692 91.0 91.0 91.0 0.00000 0.00
1
2047 1856 0.02504 0.04289 0.00428 137.0 137.0 137.0 0.00000 0.00
1
1858 1998 0.01947 0.06595 0.00653 137.0 137.0 137.0 0.00000 0.00
1
1862 1860 0.00943 0.01889 0.00185 90.0 90.0 90.0 0.00000 0.00
1
2093 1861 0.02413 0.07851 0.00820 137.0 137.0 137.0 0.00000 0.00
1
2023 1863 0.03669 0.09430 0.00985 120.0 120.0 120.0 0.00000 0.00
1
1866 1865 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1949 1865 0.03380 0.08099 0.00927 91.0 91.0 91.0 0.00000 0.00
1
1963 1865 0.01818 0.04132 0.00465 114.0 114.0 114.0 0.00000 0.00
1
2090 1865 0.03025 0.10165 0.01002 120.0 120.0 120.0 0.00000 0.00
1
1946 1867 0.01702 0.05512 0.00571 137.0 137.0 137.0 0.00000 0.00
1
1880 1868 0.02314 0.05868 0.00574 120.0 120.0 120.0 0.00000 0.00
1
2105 1868 0.03967 0.06942 0.00666 90.0 90.0 90.0 0.00000 0.00
1
1877 1869 0.01793 0.05818 0.00603 91.0 91.0 91.0 0.00000 0.00
1
1978 1869 0.01438 0.04653 0.00481 137.0 137.0 137.0 0.00000 0.00
1
1881 1873 0.02231 0.07182 0.00702 137.0 137.0 137.0 0.00000 0.00
1
1994 1873 0.03140 0.10545 0.01041 34.0 34.0 34.0 0.00000 0.00
1
2013 1873 0.02546 0.08496 0.00635 137.0 137.0 137.0 0.00000 0.00
1
1873 2070 0.03876 0.06463 0.00668 90.0 90.0 90.0 0.00000 0.00
1
1876 1875 0.01661 0.02917 0.00278 90.0 90.0 90.0 0.00000 0.00
1
1877 1875 0.00388 0.00669 0.00063 90.0 90.0 90.0 0.00000 0.00
1
1878 1876 0.00760 0.01802 0.00179 90.0 90.0 90.0 0.00000 0.00
1
1877 1880 0.01975 0.20967 0.03250 137.0 137.0 137.0 0.00000 0.00
1
2065 1877 0.02388 0.06711 0.00621 90.0 90.0 90.0 0.00000 0.00
1
1935 1878 0.06438 0.11380 0.01096 90.0 90.0 90.0 0.00000 0.00
1
1932 1880 0.00744 0.02397 0.00257 137.0 137.0 137.0 0.00000 0.00
1
1947 1880 0.02975 0.10000 0.01009 137.0 137.0 137.0 0.00000 0.00
1
2050 1880 0.00744 0.02562 0.00278 137.0 137.0 137.0 0.00000 0.00
1
2000 1881 0.01372 0.04446 0.00439 137.0 137.0 137.0 0.00000 0.00
1
2033 1881 0.03793 0.11653 0.01251 120.0 120.0 120.0 0.00000 0.00
1
2035 1881 0.00909 0.02975 0.00319 137.0 137.0 137.0 0.00000 0.00
1
2079 1881 0.00877 0.02969 0.00294 137.0 137.0 137.0 0.00000 0.00
1
2016 1882 0.00397 0.02917 0.00283 274.0 274.0 274.0 0.00000 0.00
1
2273 1882 0.08207 0.20008 0.02217 91.0 91.0 91.0 0.00000 0.00
1
2333 1882 0.03719 0.09669 0.01016 120.0 120.0 120.0 0.00000 0.00
1
2064 1883 0.01654 0.05601 0.00554 137.0 137.0 137.0 0.00000 0.00
1
2244 1883 0.05628 0.18322 0.01876 120.0 120.0 120.0 0.00000 0.00
1
2278 1883 0.04463 0.11521 0.01205 120.0 120.0 120.0 0.00000 0.00
1
1884 2061 0.03306 0.04959 0.00605 76.0 76.0 76.0 0.00000 0.00
1
2110 1884 0.02209 0.05774 0.00565 76.0 76.0 76.0 0.00000 0.00
1
1934 1885 0.04207 0.07025 0.00733 68.0 68.0 68.0 0.00000 0.00
1
2111 1885 0.01902 0.04153 0.00864 90.0 90.0 90.0 0.00000 0.00
1
1961 1886 0.00636 0.02155 0.00213 91.0 91.0 91.0 0.00000 0.00
1
1943 1888 0.01463 0.04793 0.00491 137.0 137.0 137.0 0.00000 0.00
1
1890 1889 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1987 1889 0.01405 0.02727 0.00278 90.0 90.0 90.0 0.00000 0.00
1
1892 1891 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2021 1891 0.00992 0.01736 0.00172 90.0 90.0 90.0 0.00000 0.00
1
2041 1892 0.00909 0.01736 0.00165 90.0 90.0 90.0 0.00000 0.00
1
1923 1893 0.00968 0.03279 0.00325 137.0 137.0 137.0 0.00000 0.00
1
1900 1895 0.00864 0.01730 0.00166 90.0 90.0 90.0 0.00000 0.00
1
1927 1895 0.00793 0.02678 0.00264 137.0 137.0 137.0 0.00000 0.00
1
1896 2060 0.00013 0.00034 0.00003 120.0 120.0 120.0 0.00000 0.00
1
1897 1988 0.01801 0.04644 0.00935 114.0 114.0 114.0 0.00000 0.00
1
1899 1898 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2014 1898 0.01201 0.02671 0.00259 90.0 90.0 90.0 0.00000 0.00
1
1903 1900 0.00983 0.03322 0.00328 137.0 137.0 137.0 0.00000 0.00
1
2073 1900 0.00116 0.00380 0.00038 137.0 137.0 137.0 0.00000 0.00
1
1901 1924 0.00190 0.00603 0.00061 137.0 137.0 137.0 0.00000 0.00
1
1902 2002 0.02479 0.08132 0.00834 137.0 137.0 137.0 0.00000 0.00
1
2073 1902 0.01917 0.06388 0.00598 137.0 137.0 137.0 0.00000 0.00
1
2075 1902 0.01669 0.03529 0.00341 90.0 90.0 90.0 0.00000 0.00
1
2104 1903 0.06050 0.11818 0.01159 90.0 90.0 90.0 0.00000 0.00
1
1907 1906 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1906 1928 0.00959 0.02474 0.00251 120.0 120.0 120.0 0.00000 0.00
1
1959 1906 0.02397 0.04223 0.00414 90.0 90.0 90.0 0.00000 0.00
1
1914 1907 0.08066 0.14207 0.01348 90.0 90.0 90.0 0.00000 0.00
1
1907 1929 0.00959 0.02474 0.00251 120.0 120.0 120.0 0.00000 0.00
1
1908 1920 0.00012 0.00040 0.00004 137.0 137.0 137.0 0.00000 0.00
1
1909 1919 0.00010 0.00031 0.00003 137.0 137.0 137.0 0.00000 0.00
1
2097 1910 0.00793 0.01537 0.00150 90.0 90.0 90.0 0.00000 0.00
1
1996 1911 0.01612 0.05281 0.00541 114.0 114.0 114.0 0.00000 0.00
1
2112 1911 0.02479 0.08008 0.00830 114.0 114.0 114.0 0.00000 0.00
1
2096 1912 0.00818 0.02149 0.00212 120.0 120.0 120.0 0.00000 0.00
1
2086 1913 0.01314 0.02554 0.00246 90.0 90.0 90.0 0.00000 0.00
1
1915 1914 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1975 1914 0.02347 0.05785 0.00593 91.0 91.0 91.0 0.00000 0.00
1
2038 1914 0.03364 0.08545 0.00874 91.0 91.0 91.0 0.00000 0.00
1
2100 1916 0.01260 0.04265 0.00422 137.0 137.0 137.0 0.00000 0.00
1
2066 1920 0.00061 0.00208 0.00021 120.0 120.0 120.0 0.00000 0.00
1
2072 1920 0.01249 0.03219 0.00326 90.0 90.0 90.0 0.00000 0.00
1
1922 1921 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1995 1921 0.00595 0.02016 0.00200 90.0 90.0 90.0 0.00000 0.00
1
2012 1922 0.00486 0.01645 0.00163 120.0 120.0 120.0 0.00000 0.00
1
2080 1922 0.01179 0.03074 0.00305 90.0 90.0 90.0 0.00000 0.00
1
2076 1923 0.00303 0.01029 0.00102 120.0 120.0 120.0 0.00000 0.00
1
1933 1925 0.01028 0.02164 0.00210 90.0 90.0 90.0 0.00000 0.00
1
2073 1927 0.00380 0.01264 0.00119 137.0 137.0 137.0 0.00000 0.00
1
2018 1929 0.00413 0.01405 0.00138 137.0 137.0 137.0 0.00000 0.00
1
1930 2074 0.01431 0.03325 0.00323 90.0 90.0 90.0 0.00000 0.00
1
1977 1931 0.02149 0.06942 0.00711 137.0 137.0 137.0 0.00000 0.00
1
2095 1933 0.00711 0.01942 0.00201 120.0 120.0 120.0 0.00000 0.00
1
1988 1934 0.04959 0.08678 0.00900 68.0 68.0 68.0 0.00000 0.00
1
1936 2044 0.00266 0.00902 0.00089 137.0 137.0 137.0 0.00000 0.00
1
1937 2045 0.00266 0.00902 0.00089 137.0 137.0 137.0 0.00000 0.00
1
1938 2091 0.01979 0.03629 0.00348 90.0 90.0 90.0 0.00000 0.00
1
1941 2105 0.03843 0.06562 0.00661 90.0 90.0 90.0 0.00000 0.00
1
1993 1943 0.02207 0.07149 0.00747 137.0 137.0 137.0 0.00000 0.00
1
2049 1944 0.02479 0.08041 0.00832 137.0 137.0 137.0 0.00000 0.00
1
2015 1946 0.03950 0.07231 0.00728 90.0 90.0 90.0 0.00000 0.00
1
1948 1947 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2025 1949 0.00992 0.02314 0.00261 91.0 91.0 91.0 0.00000 0.00
1
1951 1950 0.02661 0.08661 0.00899 137.0 137.0 137.0 0.00000 0.00
1
1953 1952 0.00595 0.01917 0.00198 137.0 137.0 137.0 0.00000 0.00
1
1953 2093 0.02743 0.08885 0.00915 137.0 137.0 137.0 0.00000 0.00
1
1956 1955 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2033 1955 0.02479 0.07686 0.00835 120.0 120.0 120.0 0.00000 0.00
1
1958 1957 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1957 1987 0.01467 0.04040 0.00628 114.0 114.0 114.0 0.00000 0.00
1
2060 1957 0.02208 0.04735 0.00778 120.0 120.0 120.0 0.00000 0.00
1
1973 1963 0.00744 0.02314 0.00240 114.0 114.0 114.0 0.00000 0.00
1
2048 1965 0.07620 0.13000 0.01309 90.0 90.0 90.0 0.00000 0.00
1
2084 1965 0.01777 0.05818 0.00595 137.0 137.0 137.0 0.00000 0.00
1
1966 2090 0.02835 0.09504 0.00937 137.0 137.0 137.0 0.00000 0.00
1
2114 1966 0.02810 0.04876 0.00477 90.0 90.0 90.0 0.00000 0.00
1
1987 1967 0.00810 0.02742 0.00272 114.0 114.0 114.0 0.00000 0.00
1
2048 1968 0.03174 0.10750 0.01064 137.0 137.0 137.0 0.00000 0.00
1
1968 2113 0.03366 0.11402 0.01129 137.0 137.0 137.0 0.00000 0.00
1
1999 1970 0.01661 0.05380 0.00557 91.0 91.0 91.0 0.00000 0.00
1
2038 1970 0.03529 0.06033 0.00605 90.0 90.0 90.0 0.00000 0.00
1
2047 1971 0.04281 0.07322 0.00733 90.0 90.0 90.0 0.00000 0.00
1
2091 1972 0.02727 0.09165 0.00901 137.0 137.0 137.0 0.00000 0.00
1
1976 1974 0.05388 0.09430 0.00898 90.0 90.0 90.0 0.00000 0.00
1
2037 1977 0.02562 0.08264 0.00854 137.0 137.0 137.0 0.00000 0.00
1
1978 2013 0.02066 0.06686 0.00692 137.0 137.0 137.0 0.00000 0.00
1
1979 2074 0.00513 0.00898 0.00086 90.0 90.0 90.0 0.00000 0.00
1
1980 2077 0.00553 0.00967 0.00092 120.0 120.0 120.0 0.00000 0.00
1
1982 1981 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
1987 1981 0.02975 0.04207 0.00404 68.0 68.0 68.0 0.00000 0.00
1
2063 1984 0.02263 0.03957 0.00378 137.0 137.0 137.0 0.00000 0.00
1
1987 2014 0.01127 0.02548 0.00247 90.0 90.0 90.0 0.00000 0.00
1
1988 2108 0.01570 0.02727 0.00286 68.0 68.0 68.0 0.00000 0.00
1
1991 1989 0.00752 0.01835 0.00196 90.0 90.0 90.0 0.00000 0.00
1
2049 1989 0.00752 0.01835 0.00196 90.0 90.0 90.0 0.00000 0.00
1
1990 2079 0.00445 0.01505 0.00149 137.0 137.0 137.0 0.00000 0.00
1
2078 1995 0.01093 0.03048 0.00307 76.0 76.0 76.0 0.00000 0.00
1
2085 1996 0.02496 0.08446 0.00847 137.0 137.0 137.0 0.00000 0.00
1
2023 2001 0.02289 0.06215 0.00636 120.0 120.0 120.0 0.00000 0.00
1
2011 2003 0.00413 0.00909 0.00094 137.0 137.0 137.0 0.00000 0.00
1
2006 2004 0.00331 0.00992 0.00099 137.0 137.0 137.0 0.00000 0.00
1
2007 2005 0.00413 0.01157 0.00104 137.0 137.0 137.0 0.00000 0.00
1
2008 2006 0.00909 0.03140 0.00327 137.0 137.0 137.0 0.00000 0.00
1
2010 2006 0.00413 0.00992 0.00099 137.0 137.0 137.0 0.00000 0.00
1
2009 2007 0.01240 0.04050 0.00416 140.0 140.0 140.0 0.00000 0.00
1
2010 2007 0.00413 0.01074 0.00099 137.0 137.0 137.0 0.00000 0.00
1
2011 2010 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2019 2018 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2040 2021 0.00697 0.02360 0.00234 137.0 137.0 137.0 0.00000 0.00
1
2056 2021 0.00496 0.01570 0.00080 90.0 90.0 90.0 0.00000 0.00
1
2058 2021 0.01570 0.02727 0.00264 137.0 137.0 137.0 0.00000 0.00
1
2035 2022 0.00909 0.02810 0.00307 137.0 137.0 137.0 0.00000 0.00
1
2037 2022 0.01157 0.03636 0.00399 120.0 120.0 120.0 0.00000 0.00
1
2026 2025 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2029 2064 0.02679 0.09072 0.00898 137.0 137.0 137.0 0.00000 0.00
1
2075 2032 0.05760 0.12215 0.01179 90.0 90.0 90.0 0.00000 0.00
1
2050 2034 0.00165 0.00413 0.00041 137.0 137.0 137.0 0.00000 0.00
1
2058 2034 0.00909 0.02810 0.00307 137.0 137.0 137.0 0.00000 0.00
1
2037 2036 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2036 2039 0.00707 0.02395 0.00237 137.0 137.0 137.0 0.00000 0.00
1
2055 2037 0.01983 0.03380 0.00329 90.0 90.0 90.0 0.00000 0.00
1
2106 2038 0.05808 0.10375 0.00991 90.0 90.0 90.0 0.00000 0.00
1
2053 2042 0.00992 0.02231 0.00242 90.0 90.0 90.0 0.00000 0.00
1
2052 2045 0.01818 0.03554 0.00390 90.0 90.0 90.0 0.00000 0.00
1
2069 2046 0.00207 0.00364 0.00034 90.0 90.0 90.0 0.00000 0.00
1
2051 2079 0.00497 0.01683 0.00167 137.0 137.0 137.0 0.00000 0.00
1
2057 2052 0.00055 0.00182 0.02683 118.0 118.0 118.0 0.00000 0.00
1
2248 2054 0.03074 0.09917 0.01021 137.0 137.0 137.0 0.00000 0.00
1
2059 2091 0.02364 0.05992 0.00618 120.0 120.0 120.0 0.00000 0.00
1
2067 2107 0.02174 0.05160 0.00502 90.0 90.0 90.0 0.00000 0.00
1
2074 2072 0.00474 0.00829 0.00079 90.0 90.0 90.0 0.00000 0.00
1
2081 2076 0.00004 0.00014 0.00001 120.0 120.0 120.0 0.00000 0.00
1
2094 2078 0.00383 0.00669 0.00064 76.0 76.0 76.0 0.00000 0.00
1
2115 2080 0.00014 0.00024 0.00002 90.0 90.0 90.0 0.00000 0.00
1
2089 2088 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2092 2088 0.02231 0.07182 0.00745 114.0 114.0 114.0 0.00000 0.00
1
2091 2090 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2099 2097 0.01008 0.01736 0.00172 90.0 90.0 90.0 0.00000 0.00
1
2099 2098 0.01083 0.01893 0.00181 90.0 90.0 90.0 0.00000 0.00
1
2109 2108 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2166 2116 0.00612 0.01570 0.00157 120.0 120.0 120.0 0.00000 0.00
1
2116 2167 0.00331 0.01091 0.00111 137.0 137.0 137.0 0.00000 0.00
1
2216 2117 0.03769 0.12149 0.01249 68.0 68.0 68.0 0.00000 0.00
1
2117 2235 0.04140 0.06942 0.00711 68.0 68.0 68.0 0.00000 0.00
1
2118 2131 0.00653 0.02116 0.00220 137.0 137.0 137.0 0.00000 0.00
1
2118 2134 0.01397 0.04463 0.00462 125.0 125.0 125.0 0.00000 0.00
1
2123 2119 0.00231 0.00752 0.00077 137.0 137.0 137.0 0.00000 0.00
1
2119 2220 0.00264 0.00752 0.00075 120.0 120.0 120.0 0.00000 0.00
1
2119 2311 0.01314 0.04182 0.00448 137.0 137.0 137.0 0.00000 0.00
1
2368 2119 0.00157 0.00496 0.00051 137.0 137.0 137.0 0.00000 0.00
1
2368 2119 0.00157 0.00496 0.00051 137.0 137.0 137.0 0.00000 0.00
1
2369 2119 0.00215 0.00719 0.00072 57.0 57.0 57.0 0.00000 0.00
1
2245 2120 0.03905 0.12628 0.01297 95.0 95.0 95.0 0.00000 0.00
1
2120 2365 0.02140 0.06917 0.00710 137.0 137.0 137.0 0.00000 0.00
1
2122 2121 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2121 2158 0.02355 0.06215 0.00639 81.0 81.0 81.0 0.00000 0.00
1
2199 2121 0.02760 0.04950 0.00448 68.0 68.0 68.0 0.00000 0.00
1
2121 2380 0.06645 0.17719 0.01791 70.0 70.0 70.0 0.00000 0.00
1
2122 2315 0.03760 0.09174 0.00968 99.0 99.0 99.0 0.00000 0.00
1
2306 2123 0.00397 0.01298 0.00131 137.0 137.0 137.0 0.00000 0.00
1
2124 2129 0.01322 0.01777 0.00191 61.0 61.0 61.0 0.00000 0.00
1
2250 2124 0.03636 0.12066 0.01181 114.0 114.0 114.0 0.00000 0.00
1
2124 2308 0.02331 0.07893 0.00745 68.0 68.0 68.0 0.00000 0.00
1
2229 2125 0.02100 0.06790 0.00696 122.0 122.0 122.0 0.00000 0.00
1
2125 2377 0.02139 0.06954 0.00729 120.0 120.0 120.0 0.00000 0.00
1
2126 2132 0.00306 0.00992 0.00102 137.0 137.0 137.0 0.00000 0.00
1
2194 2126 0.00331 0.01083 0.00109 137.0 137.0 137.0 0.00000 0.00
1
2127 2284 0.01653 0.03140 0.00290 47.0 47.0 47.0 0.00000 0.00
1
2290 2127 0.03347 0.06529 0.00593 68.0 68.0 68.0 0.00000 0.00
1
2128 2365 0.00281 0.00917 0.00094 122.0 122.0 122.0 0.00000 0.00
1
2129 2193 0.02231 0.07231 0.01493 75.0 75.0 75.0 0.00000 0.00
1
2130 2137 0.03740 0.12066 0.01272 140.0 140.0 140.0 0.00000 0.00
1
2131 2306 0.00198 0.00628 0.00065 137.0 137.0 137.0 0.00000 0.00
1
2132 2196 0.00421 0.01058 0.00106 120.0 120.0 120.0 0.00000 0.00
1
2134 2133 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2269 2133 0.00868 0.02810 0.00295 87.0 87.0 87.0 0.00000 0.00
1
2194 2134 0.01860 0.05620 0.00581 81.0 81.0 81.0 0.00000 0.00
1
2337 2134 0.02050 0.06876 0.00688 137.0 137.0 137.0 0.00000 0.00
1
2164 2135 0.03669 0.06471 0.00611 90.0 90.0 90.0 0.00000 0.00
1
2135 2268 0.01975 0.06215 0.00675 90.0 90.0 90.0 0.00000 0.00
1
2251 2136 0.03124 0.05603 0.00563 83.0 83.0 83.0 0.00000 0.00
1
2136 2282 0.02620 0.04397 0.00434 78.0 78.0 78.0 0.00000 0.00
1
2137 2142 0.00545 0.00760 0.00077 68.0 68.0 68.0 0.00000 0.00
1
2146 2137 0.03413 0.05992 0.00566 47.0 47.0 47.0 0.00000 0.00
1
2137 2348 0.06843 0.09157 0.00840 68.0 68.0 68.0 0.00000 0.00
1
2139 2138 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2138 2169 0.03025 0.09752 0.01002 85.0 85.0 85.0 0.00000 0.00
1
2173 2138 0.00983 0.01736 0.00160 137.0 137.0 137.0 0.00000 0.00
1
2138 2377 0.03669 0.11818 0.01217 95.0 95.0 95.0 0.00000 0.00
1
2255 2139 0.00711 0.02314 0.00234 123.0 123.0 123.0 0.00000 0.00
1
2139 2304 0.00331 0.01074 0.00109 137.0 137.0 137.0 0.00000 0.00
1
2140 2339 0.01719 0.05777 0.00578 68.0 68.0 68.0 0.00000 0.00
1
2349 2140 0.01636 0.05289 0.00558 140.0 140.0 140.0 0.00000 0.00
1
2349 2140 0.01636 0.05289 0.00558 140.0 140.0 140.0 0.00000 0.00
1
2345 2141 0.02132 0.06942 0.00707 137.0 137.0 137.0 0.00000 0.00
1
2141 2357 0.02769 0.08950 0.00917 95.0 95.0 95.0 0.00000 0.00
1
2142 2316 0.06661 0.11306 0.01118 68.0 68.0 68.0 0.00000 0.00
1
2143 2187 0.02868 0.09256 0.00951 57.0 57.0 57.0 0.00000 0.00
1
2294 2143 0.01851 0.05950 0.00627 125.0 125.0 125.0 0.00000 0.00
1
2145 2144 0.01223 0.03860 0.00420 30.0 30.0 30.0 0.00000 0.00
1
2145 2328 0.03950 0.12455 0.01176 38.0 38.0 38.0 0.00000 0.00
1
2189 2146 0.01455 0.04702 0.00483 68.0 68.0 68.0 0.00000 0.00
1
2169 2147 0.01116 0.01529 0.00275 114.0 114.0 114.0 0.00000 0.00
1
2147 2233 0.01116 0.01529 0.00275 114.0 114.0 114.0 0.00000 0.00
1
2148 2374 0.00182 0.00388 0.00027 76.0 76.0 76.0 0.00000 0.00
1
2313 2149 0.01824 0.05899 0.00605 122.0 122.0 122.0 0.00000 0.00
1
2229 2150 0.04050 0.07107 0.00673 90.0 90.0 90.0 0.00000 0.00
1
2150 2322 0.04628 0.07107 0.00760 78.0 78.0 78.0 0.00000 0.00
1
2164 2151 0.03587 0.07132 0.00624 90.0 90.0 90.0 0.00000 0.00
1
2151 2323 0.03587 0.07132 0.00624 38.0 38.0 38.0 0.00000 0.00
1
2152 2260 0.02234 0.07496 0.00748 68.0 68.0 68.0 0.00000 0.00
1
2290 2152 0.02041 0.07165 0.00750 68.0 68.0 68.0 0.00000 0.00
1
2374 2153 0.03653 0.06413 0.00605 68.0 68.0 68.0 0.00000 0.00
1
2154 2200 0.01364 0.03554 0.00370 120.0 120.0 120.0 0.00000 0.00
1
2154 2303 0.00851 0.02174 0.00220 120.0 120.0 120.0 0.00000 0.00
1
2360 2155 0.00967 0.01702 0.00160 90.0 90.0 90.0 0.00000 0.00
1
2155 2362 0.00570 0.01017 0.00094 68.0 68.0 68.0 0.00000 0.00
1
2156 2157 0.05504 0.16430 0.01682 68.0 68.0 68.0 0.00000 0.00
1
2366 2156 0.02140 0.06887 0.00708 68.0 68.0 68.0 0.00000 0.00
1
2158 2157 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2214 2157 0.00926 0.03008 0.00307 119.0 119.0 119.0 0.00000 0.00
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2381 2380 0.00000 0.00010 0.00000 438.0 438.0 438.0 0.00000 0.00
1
2382 2381 0.01264 0.03802 0.00273 114.0 114.0 114.0 0.00000 0.00
1
];
%%----- OPF Data -----%%
%% area data
area = [
1 18;
];
%% generator cost data
% 1 startup shutdown n x0 y0 ... xn
yn
% 2 startup shutdown n cn ... c0
gencost = [
2 0.00 0.00 3 0.000000 117.950000
0.000000;
2 0.00 0.00 3 0.000000 48.890000
0.000000;
2 0.00 0.00 3 0.000000 98.470000
0.000000;
2 0.00 0.00 3 0.000000 128.730000
0.000000;
2 0.00 0.00 3 0.000000 158.230000
0.000000;
2 0.00 0.00 3 0.000000 165.620000
0.000000;
2 0.00 0.00 3 0.000000 71.220000
0.000000;
2 0.00 0.00 3 0.000000 102.250000
0.000000;
2 0.00 0.00 3 0.000000 147.830000
0.000000;
2 0.00 0.00 3 0.000000 75.370000
0.000000;
2 0.00 0.00 3 0.000000 86.010000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 68.740000
0.000000;
2 0.00 0.00 3 0.000000 81.910000
0.000000;
2 0.00 0.00 3 0.000000 81.880000
0.000000;
2 0.00 0.00 3 0.000000 58.780000
0.000000;
2 0.00 0.00 3 0.000000 85.570000
0.000000;
2 0.00 0.00 3 0.000000 101.380000
0.000000;
2 0.00 0.00 3 0.000000 122.430000
0.000000;
2 0.00 0.00 3 0.000000 96.620000
0.000000;
2 0.00 0.00 3 0.000000 106.730000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 151.940000
0.000000;
2 0.00 0.00 3 0.000000 107.510000
0.000000;
2 0.00 0.00 3 0.000000 103.530000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 136.480000
0.000000;
2 0.00 0.00 3 0.000000 157.460000
0.000000;
2 0.00 0.00 3 0.000000 83.970000
0.000000;
2 0.00 0.00 3 0.000000 170.740000
0.000000;
2 0.00 0.00 3 0.000000 80.910000
0.000000;
2 0.00 0.00 3 0.000000 147.600000
0.000000;
2 0.00 0.00 3 0.000000 158.750000
0.000000;
2 0.00 0.00 3 0.000000 146.940000
0.000000;
2 0.00 0.00 3 0.000000 96.320000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 134.980000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 142.940000
0.000000;
2 0.00 0.00 3 0.000000 128.220000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 141.730000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 100.820000
0.000000;
2 0.00 0.00 3 0.000000 151.900000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 114.150000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 87.950000
0.000000;
2 0.00 0.00 3 0.000000 130.250000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 145.970000
0.000000;
2 0.00 0.00 3 0.000000 137.580000
0.000000;
2 0.00 0.00 3 0.000000 147.360000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 82.920000
0.000000;
2 0.00 0.00 3 0.000000 133.590000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 152.950000
0.000000;
2 0.00 0.00 3 0.000000 67.350000
0.000000;
2 0.00 0.00 3 0.000000 134.930000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 61.320000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 61.400000
0.000000;
2 0.00 0.00 3 0.000000 114.990000
0.000000;
2 0.00 0.00 3 0.000000 122.640000
0.000000;
2 0.00 0.00 3 0.000000 118.840000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 143.830000
0.000000;
2 0.00 0.00 3 0.000000 67.480000
0.000000;
2 0.00 0.00 3 0.000000 88.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 129.860000
0.000000;
2 0.00 0.00 3 0.000000 108.160000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 75.660000
0.000000;
2 0.00 0.00 3 0.000000 76.870000
0.000000;
2 0.00 0.00 3 0.000000 143.580000
0.000000;
2 0.00 0.00 3 0.000000 153.150000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 131.780000
0.000000;
2 0.00 0.00 3 0.000000 53.880000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
2 0.00 0.00 3 0.000000 0.000000
0.000000;
];
return
------=_NextPart_000_0020_01C4AEEA.847A62D0--
