Concepedia
Measurement · 2020 · 43 citations · 41 references
ComputingComputer ScienceMachine LearningSensor FusionCondition MonitoringDeep LearningFault DetectionPattern RecognitionRepresentation LearningBearing Condition MonitoringDeep Belief NetworksDegradation AssessmentPerformance DegradationPerformance Degradation Assessment
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Reducing the Dimensionality of Data with Neural Networks
Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations
Computing, Computer Science, Artificial Intelligence +14
Rotating machinery prognostics: State of the art, challenges and opportunities
Aiwina Heng, Sheng Zhang, Andy Tan et al. · Mechanical Systems and Signal Processing · 2008 · 1.2K citations
Engineering, Mechanical Engineering, Forecasting +11
Failure diagnosis using deep belief learning based health state classification
Prasanna Tamilselvan, Pingfeng Wang · Reliability Engineering & System Safety · 2013 · 623 citations
Computing, Health Informatics, Diagnostic Reasoning +14
Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network
Haidong Shao, Hongkai Jiang, Haizhou Zhang et al. · IEEE Transactions on Industrial Electronics · 2017 · 480 citations
Computing, Computer Science, Electric Machines +16
Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing
Haidong Shao, Hongkai Jiang, Haizhou Zhang et al. · Mechanical Systems and Signal Processing · 2017 · 373 citations
Computing, Computer Science, Computer Vision +15