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Open access

Research article

First published 2017-12

Fault diagnosis of bearing based on the kernel principal component analysis and optimized k -nearest neighbour model

Shaojiang Dong, Tianhong Luo, Li Zhong [...]

Journal of Low Frequency Noise,Vibration and Active Control

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Research article

First published 2016-8

Fault detection for turbine engine disk based on an adaptive kernel principal component analysis algorithm

Jiusheng Chen, Xiaoyu Zhang, Yuan Gao

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2015-11

Fault diagnosis for the landing phase of the aircraft based on an adaptive kernel principal component analysis algorithm

Runxia Guo, Kai Guo, Jiankang Dong

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

Open access

Research article

First published 2016-8

Fault feature extraction method based on local mean decomposition Shannon entropy and improved kernel principal component analysis model

Jinlu Sheng, Shaojiang Dong, Zhu Liu [...]

Advances in Mechanical Engineering

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Research article

First published 2013-2

A Cellular Automata Model Based on Nonlinear Kernel Principal Component Analysis for Urban Growth Simulation

Yongjiu Feng, Yan Liu

Environment and Planning B: Urban Analytics and City Science

Open access

Research article

First published 2016-5

A kernel principal component analysis–based degradation model and remaining useful life estimation for the turbofan engine

Delong Feng, Mingqing Xiao, Yingxi Liu [...]

Advances in Mechanical Engineering

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Research article

First published 2024-5

Kernel principal component analysis fault diagnosis method based on improving Golden Jackal optimization algorithm

Ruicheng Zhang, Weiliang Sun, Weizheng Liang

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2014-12

Blade damage prognosis based on kernel principal component analysis and grey model using subsampled tip-timing signals

Chen Zhongsheng, Yang Yongmin, Guo Bin [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2020-01-09

Compound dimensionality reduction based multi-dynamic kernel principal component analysis monitoring method for batch process with large-scale data sets

Yajun Wang, Fuming Sun, Xiaohui Li

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-12

Approach for short-term wind power prediction via kernel principal component analysis and echo state network optimized by improved particle swarm optimization algorithm

Zhongda Tian

Transactions of the Institute of Measurement and Control

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