Degradation Modeling and Residual Life Prediction Based on Support Vector Machine

Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment ◽

10.1007/978-981-16-2267-0_6 ◽

2021 ◽

pp. 117-148

Author(s):

Changhua Hu ◽

Hongdong Fan ◽

Zhaoqiang Wang

Keyword(s):

Support Vector Machine ◽

Life Prediction ◽

Residual Life ◽

Support Vector ◽

Degradation Modeling ◽

Residual Life Prediction

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Residual life prediction method for remanufacturing sucker rods based on magnetic memory testing and a support vector machine model

Insight - Non-Destructive Testing and Condition Monitoring ◽

10.1784/insi.2019.61.1.44 ◽

2019 ◽

Vol 61 (1) ◽

pp. 44-50 ◽

Author(s):

Gao Yatian ◽

Leng Jiancheng ◽

Li Siqi

Keyword(s):

Support Vector Machine ◽

Life Prediction ◽

Support Vector Machine Model ◽

Residual Life ◽

Prediction Method ◽

Support Vector ◽

Magnetic Memory ◽

Memory Testing ◽

Machine Model ◽

Residual Life Prediction

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Degradation Modeling and Residual Life Prediction Based on Fuzzy Model of Relevance Vector Machine

Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment ◽

10.1007/978-981-16-2267-0_7 ◽

2021 ◽

pp. 149-169

Author(s):

Changhua Hu ◽

Hongdong Fan ◽

Zhaoqiang Wang

Keyword(s):

Life Prediction ◽

Residual Life ◽

Fuzzy Model ◽

Relevance Vector Machine ◽

Degradation Modeling ◽

Residual Life Prediction

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Weight Optimization-Based Particle Filter Algorithm for Degradation Modeling and Residual Life Prediction

Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment ◽

10.1007/978-981-16-2267-0_9 ◽

2021 ◽

pp. 193-211

Author(s):

Changhua Hu ◽

Hongdong Fan ◽

Zhaoqiang Wang

Keyword(s):

Particle Filter ◽

Life Prediction ◽

Residual Life ◽

Weight Optimization ◽

Degradation Modeling ◽

Residual Life Prediction ◽

Particle Filter Algorithm

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Research on the Optimized Algorithms for Support Vector Regression Model of Slewing Bearing's Residual life Prediction

Proceedings of the 2017 International Conference on Artificial Intelligence, Automation and Control Technologies - AIACT '17 ◽

10.1145/3080845.3080865 ◽

2017 ◽

Author(s):

Yan Tang ◽

Bitao Pang ◽

Hua Wang ◽

Xuehai Gao

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Life Prediction ◽

Residual Life ◽

Support Vector ◽

Support Vector Regression Model ◽

Residual Life Prediction

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Multi-step support vector regression and optimally parameterized wavelet packet transform for machine residual life prediction

Journal of Vibration and Control ◽

10.1177/1077546311435349 ◽

2012 ◽

Vol 19 (7) ◽

pp. 963-974 ◽

Author(s):

Muhammad Farrukh Yaqub ◽

Iqbal Gondal ◽

Joarder Kamruzzaman

Keyword(s):

Support Vector Regression ◽

Life Prediction ◽

Residual Life ◽

Wavelet Packet ◽

Wavelet Packet Transform ◽

Support Vector ◽

Residual Life Prediction

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Inverse Gaussian Process-Based Degradation Modeling and Residual Life Prediction

Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment ◽

10.1007/978-981-16-2267-0_5 ◽

2021 ◽

pp. 99-116

Author(s):

Changhua Hu ◽

Hongdong Fan ◽

Zhaoqiang Wang

Keyword(s):

Gaussian Process ◽

Life Prediction ◽

Residual Life ◽

Inverse Gaussian ◽

Degradation Modeling ◽

Inverse Gaussian Process ◽

Residual Life Prediction

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Degradation Modeling and Residual Life Prediction Based on Grey Predcition Model

Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment ◽

10.1007/978-981-16-2267-0_10 ◽

2021 ◽

pp. 213-227

Author(s):

Changhua Hu ◽

Hongdong Fan ◽

Zhaoqiang Wang

Keyword(s):

Life Prediction ◽

Residual Life ◽

Degradation Modeling ◽

Residual Life Prediction

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Gamma Process-Based Degradation Modeling and Residual Life Prediction

Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment ◽

10.1007/978-981-16-2267-0_4 ◽

2021 ◽

pp. 77-97

Author(s):

Changhua Hu ◽

Hongdong Fan ◽

Zhaoqiang Wang

Keyword(s):

Life Prediction ◽

Residual Life ◽

Gamma Process ◽

Degradation Modeling ◽

Residual Life Prediction

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Two-Phase Degradation Modeling and Residual Life Prediction Based on Nonlinear Wiener Process

10.1109/phm-nanjing52125.2021.9612865 ◽

2021 ◽

Author(s):

Hu Jiaxing ◽

Sun Meng ◽

Jing Bo ◽

Liu Jingyuan ◽

Cao Xin

Keyword(s):

Wiener Process ◽

Life Prediction ◽

Residual Life ◽

Two Phase ◽

Degradation Modeling ◽

Residual Life Prediction

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Residual life prediction for surface cracks in complex structural details

Journal of Aircraft ◽

10.2514/3.44458 ◽

1975 ◽

Vol 12 (4) ◽

pp. 369-375 ◽

Author(s):

Thomas A. Cruse ◽

Philip M. Besuner

Keyword(s):

Life Prediction ◽

Residual Life ◽

Surface Cracks ◽

Structural Details ◽

Residual Life Prediction ◽

Complex Structural

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