A Survey of Fault Diagnosis and Fault-Tolerant Techniques-Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches

作者：Gao, Zhiwei^*; Cecati, Carlo; Ding, Steven X.

来源：IEEE Transactions on Industrial Electronics, 2015, 62(6): 3768-3774.

DOI：10.1109/TIE.2015.2419013

• Active fault diagnosis
• analytical redundancy
• fault tolerance
• hybrid fault diagnosis
• knowledge-based fault diagnosis
• real-time monitoring

This is the second-part paper of the survey on fault diagnosis and fault-tolerant techniques, where fault diagnosis methods and applications are overviewed, respectively, from the knowledge-based and hybrid/active viewpoints. With the aid of the first-part survey paper, the second-part review paper completes a whole overview on fault diagnosis techniques and their applications. Comments on the advantages and constraints of various diagnosis techniques, including model-based, signal-based, knowledge-based, and hybrid/active diagnosis techniques, are also given. An overlook on the future development of fault diagnosis is presented.

• 出版日期2015-6
• 单位哈尔滨工业大学