Title :
Adaptive network-based fuzzy inference for momentary failure rate modeling
Author :
Akhavan-Rezai, E. ; Haghifam, M. -R ; Fereidunian, A.
Author_Institution :
Dept. of Electr. Eng., Islamic Azad Univ., Tehran, Iran
Abstract :
Electric power utilities develop asset management (AM) strategies, based upon their reliability studies, which provide brighter images of the utility company´s performance. Failure rate models are highly instrumental in transforming from simple reliability analyses into effective AM strategies.
Keywords :
Adaptive systems; Asset management; Automation; Fuzzy neural networks; Fuzzy systems; Manufacturing; Statistical distributions; System performance; Uncertainty; Weather forecasting; Power distribution systems; adaptive network-based fuzzy inference systems (ANFIS); asset management (AM); data mining; failure rate modeling; fault statistics; feature selection; fuzzy systems; reliability evaluation; utility management automation (UMA);
Conference_Titel :
Transmission and Distribution Conference and Exposition, 2010 IEEE PES
Conference_Location :
New Orleans, LA, USA
Print_ISBN :
978-1-4244-6546-0
DOI :
10.1109/TDC.2010.5484283
