Title :
Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR
Author :
Gang Ming-Gang ; Chen Jie ; Yang Bo ; Cai Tao ; Cheng Lan
Author_Institution :
Coll. of Autom., Beijing Inst. of Technol., Beijing, China
Abstract :
It is difficult to diagnose the faults of electromagnetic interference (EMI) since the knowledge of it is incomplete. In order to solve the problem, an intelligent fault diagnosis method of electromagnetic interference is proposed based on the combination of CBR and RBR. In the proposed method CBR is relied on mainly and supplemented with the RBR, i.e., RBR is enabled when the similarity of the target case and the source case of CBR case base is below the threshold value. The fault diagnosis problem of electromagnetic interference can be solved much better by the proposed method.
Keywords :
case-based reasoning; electromagnetic interference; fault diagnosis; CBR; RBR; case-based reasoning; electromagnetic interference; intelligent fault diagnosis; Cognition; Electromagnetic compatibility; Electromagnetic interference; Fault diagnosis; Grounding; Materials; Semantics; CBR; EMI; Intelligent Fault Diagnosis; RBR;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6