Hybrid algorithmic approach oriented to incipient rotor fault diagnosis on induction motors

Article ID	Journal	Published Year	Pages	File Type
10226320	ISA Transactions	2018	12 Pages	PDF

Keywords

KNN FFT mCsA ORF ANN OVA CBM BRB ROC FPR AUC PCA Simulated annealing algorithm OOB Simulated annealing Fast Fourier transform Motor current signature analysis Principal component analysis Fault diagnosis Random forests Decision tree TPR Artificial Neural Network Performance metric Induction motor False positive rate True positive rate k-nearest neighbours Broken rotor bar artificial intelligence receiver operating characteristic

Related Topics

Physical Sciences and Engineering Engineering Control and Systems Engineering

Hybrid algorithmic approach oriented to incipient rotor fault diagnosis on induction motors

Authors

Ignacio Martin-Diaz, Daniel Morinigo-Sotelo, Oscar Duque-Perez, Roque A. Osornio-Rios, Rene J. Romero-Troncoso,