Incipient fault diagnosis using support vector machines based on monitoring continuous decision functions

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2013.11.013 ◽

2014 ◽

Vol 28 ◽

pp. 22-35 ◽

Author(s):

Mehdi Namdari ◽

Hooshang Jazayeri-Rad

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Support Vector ◽

Vector Machines ◽

Incipient Fault ◽

Decision Functions ◽

Incipient Fault Diagnosis

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Application of nonlinear feature extraction and least square support vector machines for fault diagnosis of chemical process

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.00236 ◽

2010 ◽

Vol 30 (1) ◽

pp. 236-239 ◽

Author(s):

Liang XU

Keyword(s):

Feature Extraction ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Chemical Process ◽

Least Square ◽

Support Vector ◽

Vector Machines ◽

Nonlinear Feature Extraction ◽

Nonlinear Feature

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Fault Diagnosis of Regenerative Water Heater Based-On Multi-class Support Vector Machines

2009 Fifth International Conference on Natural Computation ◽

10.1109/icnc.2009.431 ◽

2009 ◽

Author(s):

Lei Wang ◽

Rui-qing Zhang

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Support Vector ◽

Water Heater ◽

Vector Machines

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Fault Diagnosis in Railway Track Circuits Using Support Vector Machines

2013 12th International Conference on Machine Learning and Applications ◽

10.1109/icmla.2013.146 ◽

2013 ◽

Author(s):

Shangpeng Sun ◽

Huibing Zhao

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Railway Track ◽

Support Vector ◽

Vector Machines ◽

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Fault diagnosis based on Fisher discriminant analysis and support vector machines

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2003.10.002 ◽

2004 ◽

Vol 28 (8) ◽

pp. 1389-1401 ◽

Author(s):

Leo H. Chiang ◽

Mark E. Kotanchek ◽

Arthur K. Kordon

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Discriminant Analysis ◽

Support Vector ◽

Fisher Discriminant Analysis ◽

Fisher Discriminant ◽

Vector Machines

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Incipient Fault Diagnosis for the Fastening Bolt Loosening of Limit Switch Based on Wavelet Transform and Support Vector Machine

Journal of Failure Analysis and Prevention ◽

10.1007/s11668-021-01227-2 ◽

2021 ◽

Author(s):

Ling Wang ◽

Jianqiu Gao ◽

Jing Pan ◽

Yanfeng Gao ◽

Binrui Wang

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Fault Diagnosis ◽

Support Vector ◽

Incipient Fault ◽

Bolt Loosening ◽

Incipient Fault Diagnosis ◽

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Hierarchical Radial Basis Function Based Multiclass Support Vector Machines and a Hybrid Feature Pool for Bearings Fault Diagnosis

2018 International Conference on Electrical Engineering (ICEE) ◽

10.1109/icee.2018.8566908 ◽

2018 ◽

Author(s):

Muhammad Sohaib ◽

Jong-Myon Kim

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Support Vector ◽

Vector Machines ◽

Radial Basis ◽

Multiclass Support Vector Machines

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Reliable Fault Diagnosis for Low-Speed Bearings Using Individually Trained Support Vector Machines With Kernel Discriminative Feature Analysis

IEEE Transactions on Power Electronics ◽

10.1109/tpel.2014.2358494 ◽

2015 ◽

Vol 30 (5) ◽

pp. 2786-2797 ◽

Author(s):

Myeongsu Kang ◽

Jaeyoung Kim ◽

Jong-Myon Kim ◽

Andy C. C. Tan ◽

Eric Y. Kim ◽

...

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Feature Analysis ◽

Support Vector ◽

Low Speed ◽

Discriminative Feature ◽

Vector Machines

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Support vector ensemble for incipient fault diagnosis in nuclear plant components

Nuclear Engineering and Technology ◽

10.1016/j.net.2018.07.013 ◽

2018 ◽

Vol 50 (8) ◽

pp. 1306-1313 ◽

Author(s):

Abiodun Ayodeji ◽

Yong-kuo Liu

Keyword(s):

Fault Diagnosis ◽

Nuclear Plant ◽

Support Vector ◽

Incipient Fault ◽

Incipient Fault Diagnosis ◽

Plant Components

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Gear Fault Diagnosis Based on Angular Measurements and Support Vector Machines in Normal and Nonstationary Conditions

Applied Condition Monitoring - Advances in Condition Monitoring of Machinery in Non-Stationary Operations ◽

10.1007/978-3-319-20463-5_22 ◽

2015 ◽

pp. 291-308 ◽

Author(s):

Semchedine Fedala ◽

Didier Rémond ◽

Rabah Zegadi ◽

Ahmed Felkaoui

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Support Vector ◽

Vector Machines ◽

Angular Measurements ◽

Gear Fault Diagnosis ◽

Nonstationary Conditions

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INTELLIGENT DIAGNOSIS FOR INCIPIENT FAULT BASED ON LIFTING WAVELET PACKAGE TRANSFORM AND SUPPORT VECTOR MACHINES ENSEMBLE

Journal of Mechanical Engineering ◽

10.3901/jme.2006.08.016 ◽

2006 ◽

Vol 42 (08) ◽

pp. 16 ◽

Author(s):

Qiao HU

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Intelligent Diagnosis ◽

Vector Machines ◽

Lifting Wavelet ◽

Incipient Fault

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