Aiming at the problems that the feature parameters in monitoring of DC partial discharge(PD) is numerous and is difficult in the knowledge acquisition for fault diagnosis,the minimal set of feature parameters that can represent the insulation performance of electrical devices is extracted using the reduction methods of attributes and attribute values in rough sets theory(RS),so the knowledge that is used to diagnosing the insulation performance of electrical devices is acquired.The experimental results show...