Machine Learning Methods for Industrial Systems Fault Diagnosis

2011 ◽  
pp. 313-326
Author(s):  
Gerasimos G. Rigatos
Keyword(s):  
Machine Learning ◽  
Fault Diagnosis ◽  
Learning Methods ◽  
Industrial Systems ◽  
Machine Learning Methods

Supervised process monitoring and fault diagnosis based on machine learning methods

2019 ◽  
Vol 102 (5-8) ◽  
pp. 2321-2337 ◽  
Author(s):  
Hajer Lahdhiri ◽  
Maroua Said ◽  
Khaoula Ben Abdellafou ◽  
Okba Taouali ◽  
Mohamed Faouzi Harkat
Keyword(s):  
Machine Learning ◽  
Fault Diagnosis ◽  
Process Monitoring ◽  
Learning Methods ◽  
Machine Learning Methods

An experimental methodology to evaluate machine learning methods for fault diagnosis based on vibration signals

2020 ◽  
pp. 114022
Author(s):  
Thomas Walter Rauber ◽  
Antonio Luiz da Silva Loca ◽  
Francisco de Assis Boldt ◽  
Alexandre Loureiros Rodrigues ◽  
Flávio Miguel Varejão
Keyword(s):  
Machine Learning ◽  
Fault Diagnosis ◽  
Experimental Methodology ◽  
Learning Methods ◽  
Vibration Signals ◽  
Machine Learning Methods

Fault diagnosis of ball bearings using machine learning methods

2011 ◽  
Vol 38 (3) ◽  
pp. 1876-1886 ◽  
Author(s):  
P.K. Kankar ◽  
Satish C. Sharma ◽  
S.P. Harsha
Keyword(s):  
Machine Learning ◽  
Fault Diagnosis ◽  
Ball Bearings ◽  
Learning Methods ◽  
Machine Learning Methods
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