Concepedia

Linear feature selection and classification using PNN and SFAM neural networks for a nearly online diagnosis of bearing naturally progressing degradations

Jaouher Ben Ali, Lotfi Saïdi, Aymen Mouelhi, Brigitte Chebel‐Morello, Farhat Fnaiech

Engineering Applications of Artificial Intelligence · 2015 · 96 citations · 45 references

Concepts

ComputingComputer ScienceFeature EngineeringMachine LearningTime Series AnalysisCondition MonitoringDiagnosisFault DetectionFeature DetectionFeature SelectionMaintenance DiagnosticsBearing Condition MonitoringBearing DeteriorationBearing Fault DiagnosisDeep Learning-based DiagnosisMachine Learning-based DiagnosisOnline DiagnosisSignal Processing For Condition Monitoring

References

45

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 23.3K citations · Full text

Computing, Computational Engineering, Biomedical Signal Processing +16

An introduction to ROC analysis

Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations

Computing, Biostatistics, Computer Science +5

Probabilistic neural networks

Donald F. Specht · Neural Networks · 1990 · 3.8K citations

Rolling element bearing diagnostics—A tutorial

Robert B. Randall, Jérôme Antoni · Mechanical Systems and Signal Processing · 2010 · 2.5K citations

Engineering, Mechanical Engineering, Condition Assessment +10

Condition Monitoring and Fault Diagnosis of Electrical Motors—A Review

S. Nandi, Hamid A. Toliyat, Xiaodong Li · IEEE Transactions on Energy Conversion · 2005 · 2.3K citations

Engineering, Electrical Engineering, Automation +16