Fault Detection, Diagnosis and Prediction in Electrical Valves Using Self-Organizing Maps

Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics

Hai Qiu, Jay Lee, Jing Lin et al. · Journal of Sound and Vibration · 2005 · 1.4K citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods

Runqing Huang, Lifeng Xi, Xinglin Li et al. · Mechanical Systems and Signal Processing · 2006 · 510 citations

Engineering, Machine Learning, Life Prediction +7

Intelligent Predictive Decision Support System for Condition-Based Maintenance

Richard C.M. Yam, Peter W. Tse, P.Y.L. Tu · The International Journal of Advanced Manufacturing Technology · 2001 · 436 citations

Software Maintenance, Reliability Engineering, Engineering +12

Induction machine drive condition monitoring and diagnostic research—a survey

Gyanendra Kumar Singh, Sa’ad Ahmed Saleh Al Kazzaz · Electric Power Systems Research · 2002 · 354 citations

Fault Diagnosis, Electrical Engineering, Condition Monitoring +4

Time Series Prediction and Neural Networks

R. Frank, N. Davey, Stephen P. Hunt · Journal of Intelligent & Robotic Systems · 2001 · 314 citations