TY - JOUR
T1 - A survey of fault diagnosis and fault-tolerant techniques Part II: Fault diagnosis with knowledge-based and hybrid/active approaches
AU - Gao, Zhiwei
AU - Cecati, Carlo
AU - Ding, Steven X.
N1 - Published online 1-4-2015
PY - 2015/6
Y1 - 2015/6
N2 - 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.
AB - 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.
KW - Active fault diagnosis
KW - analytical redundancy
KW - fault tolerance
KW - hybrid fault diagnosis
KW - knowledge-based fault diagnosis
KW - real-time monitoring
UR - https://www.scopus.com/pages/publications/84929346728
U2 - 10.1109/TIE.2015.2419013
DO - 10.1109/TIE.2015.2419013
M3 - Article
SN - 0278-0046
VL - 62
SP - 3768
EP - 3774
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 6
ER -