Determination of the thermal noise limit in test of weak equivalence principle with a rotating torsion pendulum*Project supported by the National Natural Science Foundation of China (Grant Nos. 11575160 and 11275075) and the Natural Science Foundation of Key Projects of Hubei Province, China (Grant No. 2013CFA045). (August 2017)