Data-driven fault diagnosis and prognosis for process faults using principal component analysis and extreme learning machine

2020 IEEE 18th International Conference on Industrial Informatics (INDIN) ◽

10.1109/indin45582.2020.9442177 ◽

2020 ◽

Author(s):

Ruosen Qi ◽

Jie Zhang

Keyword(s):

Principal Component Analysis ◽

Fault Diagnosis ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Data Driven ◽

Diagnosis And Prognosis ◽

Learning Machine ◽

Fault Diagnosis And Prognosis

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Using Principal Component Analysis and Online Sequential Extreme Learning Machine Approach for Transient Electromagnetic Nonlinear Inversion

2021 13th International Conference on Machine Learning and Computing ◽

10.1145/3457682.3457766 ◽

2021 ◽

Author(s):

Ruiyou Li

Keyword(s):

Principal Component Analysis ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Inversion ◽

Transient Electromagnetic ◽

Learning Machine

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Fault diagnosis and prognosis of steer-by-wire system based on finite state machine and extreme learning machine

Neural Computing and Applications ◽

10.1007/s00521-021-06028-0 ◽

2021 ◽

Author(s):

Dun Lan ◽

Ming Yu ◽

Yunzhi Huang ◽

Zhaowu Ping ◽

Jie Zhang

Keyword(s):

Fault Diagnosis ◽

Extreme Learning Machine ◽

Finite State Machine ◽

State Machine ◽

Diagnosis And Prognosis ◽

Steer By Wire ◽

Finite State ◽

Learning Machine ◽

Fault Diagnosis And Prognosis ◽

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Inlet Water Quality Forecasting of Wastewater Treatment Based on Kernel Principal Component Analysis and an Extreme Learning Machine

Water ◽

10.3390/w10070873 ◽

2018 ◽

Vol 10 (7) ◽

pp. 873 ◽

Author(s):

Tingting Yu ◽

Shuai Yang ◽

Yun Bai ◽

Xu Gao ◽

Chuan Li

Keyword(s):

Water Quality ◽

Principal Component Analysis ◽

Wastewater Treatment ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Water Quality Forecasting ◽

Learning Machine

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Algorithm for Classifying Arrhythmia using Extreme Learning Machine and Principal Component Analysis

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2007.4353024 ◽

2007 ◽

Author(s):

Jinkwon Kim ◽

Hangsik Shin ◽

Yonwook Lee ◽

Myoungho Lee

Keyword(s):

Principal Component Analysis ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Learning Machine

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Quantitative thickness prediction of tectonically deformed coal using Extreme Learning Machine and Principal Component Analysis: a case study

Computers & Geosciences ◽

10.1016/j.cageo.2017.02.001 ◽

2017 ◽

Vol 101 ◽

pp. 38-47 ◽

Author(s):

Xin Wang ◽

Yan Li ◽

Tongjun Chen ◽

Qiuyan Yan ◽

Li Ma

Keyword(s):

Principal Component Analysis ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Tectonically Deformed Coal ◽

Thickness Prediction ◽

Learning Machine

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Intelligent fault diagnosis and prognosis approach for rotating machinery integrating wavelet transform, principal component analysis, and artificial neural networks

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-013-4797-0 ◽

2013 ◽

Vol 68 (1-4) ◽

pp. 763-773 ◽

Author(s):

Zhenyou Zhang ◽

Yi Wang ◽

Kesheng Wang

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Wavelet Transform ◽

Fault Diagnosis ◽

Principal Component ◽

Rotating Machinery ◽

Intelligent Fault Diagnosis ◽

Diagnosis And Prognosis ◽

Fault Diagnosis And Prognosis

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PCA-ELM: A Robust and Pruned Extreme Learning Machine Approach Based on Principal Component Analysis

Neural Processing Letters ◽

10.1007/s11063-012-9253-x ◽

2012 ◽

Vol 37 (3) ◽

pp. 377-392 ◽

Author(s):

A. Castaño ◽

F. Fernández-Navarro ◽

C. Hervás-Martínez

Keyword(s):

Principal Component Analysis ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Learning Machine

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RSSI-based Floor Localization Using Principal Component Analysis and Ensemble Extreme Learning Machine Technique

2018 IEEE 23rd International Conference on Digital Signal Processing (DSP) ◽

10.1109/icdsp.2018.8631549 ◽

2018 ◽

Author(s):

Guowen Qi ◽

Yi Jin ◽

Jun Yan

Keyword(s):

Principal Component Analysis ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Learning Machine

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Data-driven based Fault Diagnosis using Principal Component Analysis

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2018.090725 ◽

2018 ◽

Vol 9 (7) ◽

Author(s):

Shakir M. Shaikh ◽

Imtiaz A. ◽

Nazar H. ◽

Muhammad S. ◽

Ayaz Hussain ◽

...

Keyword(s):

Principal Component Analysis ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

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Network Intrusion Detection Based on Kernel Principal Component Analysis and Extreme Learning Machine

2018 IEEE 18th International Conference on Communication Technology (ICCT) ◽

10.1109/icct.2018.8600104 ◽

2018 ◽

Author(s):

Yuan Zhou ◽

Le Yu ◽

Mingshan Liu ◽

Yuanyuan Zhang ◽

Helin Li

Keyword(s):

Principal Component Analysis ◽

Intrusion Detection ◽

Extreme Learning Machine ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Learning Machine

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