I have found out the reason. 
To do a range search against a field , the field must be defined as
"raw-fields" , NOT "fields". That means the plugin.xml  of the
range-query-plugin should look like this : 

......
<parameter name="raw-fields" value="fieldname"/>
......

If set it to "fields" instead of "raw-fields", a  ClassCastException will be
thrown. It seems only "raw-fields" can be searched by range. 
Now I can run range search successfully. Hope my experience can help the one
who get the same problem.

Regards
Kevin
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