Performance Improvement of Feature-Based Fault Classification for Rotor System

For the management of rotating machines, machine learning (ML) has been researched with the use of feature parameters that have physical and statistical meanings of vibration signals. Genetic algorithm (GA) and principal component analysis (PCA) are the algorithms used for the selection or extractio...

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Veröffentlicht in:International journal of precision engineering and manufacturing 2020-06, Vol.21 (6), p.1065-1074
Hauptverfasser: Lee, Won-Kyu, Cheong, Deok-Yeong, Park, Dong-Hee, Choi, Byeong-Keun
Format: Artikel
Sprache:eng
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