Development of an optimized condition-based maintenance system by data fusion and reliability-centered maintenance

Gang Niu, Bo‐Suk Yang, Michael Pecht

Reliability Engineering & System Safety

Software MaintenanceFuzzy LogicReliability EngineeringEngineeringData Science +11

Part-dependent Label Noise: Towards Instance-dependent Label Noise

Xiaobo Xia, Tongliang Liu, Bo Han, +6

arXiv (Cornell University)

Data AnnotationStructured PredictionMultiple Instance LearningEngineeringMachine Learning +17

1 Multi-agent decision fusion for motor fault diagnosis

Gang Niu, Tian Han, Bo‐Suk Yang

Dempster–Shafer regression for multi-step-ahead time-series prediction towards data-driven machinery prognosis

Gang Niu, Bo‐Suk Yang

Mechanical Systems and Signal Processing

Forecasting MethodologyEngineeringMachine LearningData SciencePredictive Analytics +8

Are Anchor Points Really Indispensable in Label-Noise Learning?

Xiaobo Xia, Tongliang Liu, Nannan Wang, +4

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningLabel-noise LearningLocalization +15

Information-Theoretic Semi-Supervised Metric Learning via Entropy Regularization

Gang Niu, Bo Dai, Makoto Yamada, +1

Neural Computation

EngineeringMachine LearningManifold RegularizationMetric LearningImage Analysis +16

Decision-level fusion based on wavelet decomposition for induction motor fault diagnosis using transient current signal

Gang Niu, Achmad Widodo, Jong-Duk Son, +3

Expert Systems with Applications

Fault DiagnosisCondition MonitoringDecision-level FusionEngineeringPattern Recognition +7

Decision fusion system for fault diagnosis of elevator traction machine

Gang Niu, Sun-Soon Lee, Bo‐Suk Yang, +1

Journal of Mechanical Science and Technology

Fault DiagnosisReliability EngineeringEngineeringMechatronicsDiagnosis +6

Health monitoring of electronic products based on Mahalanobis distance and Weibull decision metrics

Gang Niu, Satnam Singh, Steven W. Holland, +1

Microelectronics Reliability

Monitoring TechnologyCondition MonitoringReliability EngineeringEngineeringContinuous Monitoring +11

Single and combined fault diagnosis of reciprocating compressor valves using a hybrid deep belief network

Van Tung Tran, Faisal Althobiani, Tiedo Tinga, +2

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

Artificial IntelligenceFault DiagnosisEngineeringMachine LearningIntelligent Diagnostics +15