Fault diagnosis method of rolling bearing using principal component analysis and support vector machine

Journal of Mechanical Science and Technology ◽

10.1007/s12206-018-1004-0 ◽

2018 ◽

Vol 32 (11) ◽

pp. 5079-5088 ◽

Author(s):

Ying-Kui Gu ◽

Xiao-Qing Zhou ◽

Dong-Ping Yu ◽

Yan-Jun Shen

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Principal Component ◽

Rolling Bearing ◽

Component Analysis ◽

Support Vector ◽

Diagnosis Method

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Fault diagnosis of modular multilevel converter based on principal component analysis and support vector machine

Journal of Physics Conference Series ◽

10.1088/1742-6596/2030/1/012086 ◽

2021 ◽

Vol 2030 (1) ◽

pp. 012086

Author(s):

Siyu Jiang ◽

Bin Wang ◽

Wanwan Xu

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Modular Multilevel Converter ◽

Multilevel Converter

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Fault Diagnosis Based on Principal Component Analysis and Support Vector Machine for Rolling Element Bearings

Advances in Intelligent Systems and Computing - Practical Applications of Intelligent Systems ◽

10.1007/978-3-642-54927-4_75 ◽

2014 ◽

pp. 795-803 ◽

Author(s):

Zhicai Zhou ◽

Dongfeng Liu ◽

Xinfa Shi

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Rolling Element Bearings ◽

Rolling Element

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PEMFC water management fault diagnosis method based on principal component analysis and support vector data description

10.1109/iecon48115.2021.9589931 ◽

2021 ◽

Author(s):

Jingjing Lu ◽

Yan Gao ◽

Luyu Zhang ◽

Kai Li ◽

Cong Yin

Keyword(s):

Water Management ◽

Principal Component Analysis ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Diagnosis Method

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Fault diagnosis and classification for photovoltaic arrays based on principal component analysis and support vector machine

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/188/1/012089 ◽

2018 ◽

Vol 188 ◽

pp. 012089 ◽

Author(s):

L C Chen ◽

P J Lin ◽

J Zhang ◽

Z C Chen ◽

Y H Lin ◽

...

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Photovoltaic Arrays ◽

Diagnosis And Classification

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Fault Diagnosis Method of Ship Fuel System Based on Kernel Principal Component Analysis and Particle Swarm Optimization Support Vector Machine

2020 IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) ◽

10.1109/itnec48623.2020.9084778 ◽

2020 ◽

Author(s):

Zhizheng Zhang ◽

Dongjie Wang ◽

Guoqiang Liu ◽

Yongliang Zhang

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Particle Swarm Optimization ◽

Fault Diagnosis ◽

Principal Component ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Fuel System ◽

Swarm Optimization ◽

Diagnosis Method

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Fault Diagnosis of Electromechanical Actuator Based on Principal Component Analysis and Support Vector Machine

CSAA/IET International Conference on Aircraft Utility Systems (AUS 2018) ◽

10.1049/cp.2018.0322 ◽

2018 ◽

Author(s):

Xingjian Wang ◽

Jian Zhao ◽

Shaoping Wang ◽

Zhonghai Ma

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Electromechanical Actuator

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Method based on principal component analysis and support vector machine and its application to process monitoring and fault diagnosis for lead-zinc smelting furnace

10.1109/chicc.2008.4605397 ◽

2008 ◽

Author(s):

Jiang Shaohua ◽

Gui Weihua ◽

Yang Chunhua ◽

Tang Zhaohui ◽

Jiang Zhaohui

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Smelting Furnace ◽

Zinc Smelting ◽

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Longitudinal Crack Detection Approach Based on Principal Component Analysis and Support Vector Machine for Slab Continuous Casting

steel research international ◽

10.1002/srin.202100168 ◽

2021 ◽

Author(s):

Haiyang Duan ◽

Jingjing Wei ◽

Lin Qi ◽

Xudong Wang ◽

Yu Liu ◽

...

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Continuous Casting ◽

Crack Detection ◽

Longitudinal Crack ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Slab Continuous Casting ◽

Detection Approach

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Spam Detection Approach Based on C-Support Vector Machine and Kernel Principal-Component Analysis

2014 Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing ◽

10.1109/iih-msp.2014.64 ◽

2014 ◽

Author(s):

Shu Geng ◽

Liu Lv ◽

Rongjun Liu

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Support Vector ◽

Spam Detection ◽

Detection Approach

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Multimode Monitoring of Oxy-Gas Combustion Through Flame Imaging, Principal Component Analysis, and Kernel Support Vector Machine

Combustion Science and Technology ◽

10.1080/00102202.2016.1250749 ◽

2016 ◽

Vol 189 (5) ◽

pp. 776-792 ◽

Author(s):

Xiaojing Bai ◽

Gang Lu ◽

Md Moinul Hossain ◽

Yong Yan ◽

Shi Liu

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Gas Combustion ◽

Kernel Support Vector Machine ◽

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