Fault diagnosis of power transformers using multi-class least square support vector machines classifiers with particle swarm optimisation

IET Electric Power Applications ◽

10.1049/iet-epa.2010.0298 ◽

2011 ◽

Vol 5 (9) ◽

pp. 691 ◽

Author(s):

H.B. Zheng ◽

R.J. Liao ◽

S. Grzybowski ◽

L.J. Yang

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Least Square ◽

Power Transformers ◽

Support Vector ◽

Vector Machines

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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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Least square support vector machines model based on particle swarm optimization for hydrological forecasting

Journal of Computer Applications ◽

10.3724/sp.j.1087.2012.01188 ◽

2013 ◽

Vol 32 (4) ◽

pp. 1188-1190 ◽

Author(s):

Wen-li LI ◽

Yu-xia LI

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Machines ◽

Particle Swarm ◽

Least Square ◽

Support Vector ◽

Swarm Optimization ◽

Hydrological Forecasting ◽

Model Based ◽

Vector Machines

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Fault diagnostics based on particle swarm optimisation and support vector machines

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2006.07.008 ◽

2007 ◽

Vol 21 (4) ◽

pp. 1787-1798 ◽

Author(s):

Sheng-Fa Yuan ◽

Fu-Lei Chu

Keyword(s):

Support Vector Machines ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Support Vector ◽

Fault Diagnostics ◽

Vector Machines

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Classification Method of Marine Tourism Resource of Least Square Support Vector Machines Based on Particle Swarm Algorithm

Journal of Coastal Research ◽

10.2112/si83-104.1 ◽

2019 ◽

Vol 83 (sp1) ◽

pp. 632

Author(s):

Huali Xu ◽

Maosheng Fu ◽

Chaochuan Jia

Keyword(s):

Support Vector Machines ◽

Particle Swarm ◽

Least Square ◽

Classification Method ◽

Support Vector ◽

Particle Swarm Algorithm ◽

Marine Tourism ◽

Vector Machines ◽

Tourism Resource ◽

Swarm Algorithm

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Analysis of Particle Swarm Optimisation for Training Support Vector Machines

2020 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci47803.2020.9308144 ◽

2020 ◽

Author(s):

Thorsten Schmidt-Dumont ◽

Andries Petrus Engelbrecht

Keyword(s):

Support Vector Machines ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Support Vector ◽

Training Support ◽

Vector Machines

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Feature extraction and classification of ECG signals with support vector machines and particle swarm optimisation

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2021.10036126 ◽

2021 ◽

Vol 35 (3) ◽

pp. 242

Author(s):

Bhuma Anuradha ◽

Gandham Sreedevi

Keyword(s):

Feature Extraction ◽

Support Vector Machines ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Support Vector ◽

Ecg Signals ◽

Vector Machines

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Feature extraction and classification of ECG signals with support vector machines and particle swarm optimisation

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2021.113732 ◽

2021 ◽

Vol 35 (3) ◽

pp. 242

Author(s):

Gandham Sreedevi ◽

Bhuma Anuradha

Keyword(s):

Feature Extraction ◽

Support Vector Machines ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Support Vector ◽

Ecg Signals ◽

Vector Machines

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Classification Based on Particle Swarm Optimization for Least Square Support Vector Machines Training

2010 Third International Symposium on Intelligent Information Technology and Security Informatics ◽

10.1109/iitsi.2010.39 ◽

2010 ◽

Author(s):

Lin Yang ◽

Hui Ting Wang

Keyword(s):

Particle Swarm Optimization ◽

Support Vector Machines ◽

Particle Swarm ◽

Least Square ◽

Support Vector ◽

Swarm Optimization ◽

Vector Machines

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Support Vector Machines based Rotor Fault Diagnosis with Improved Particle Swarm optimization

2019 Chinese Automation Congress (CAC) ◽

10.1109/cac48633.2019.8996884 ◽

2019 ◽

Author(s):

Qiyao Yang ◽

Dong Guo ◽

Wei Yao ◽

Jianping Cai ◽

Congli Mei

Keyword(s):

Particle Swarm Optimization ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Vector Machines

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Fault Diagnosis of Transformer Based on Quantum-Behaved Particle Swarm Optimization-Based Least Squares Support Vector Machines

2009 International Conference on Information Engineering and Computer Science ◽

10.1109/iciecs.2009.5365979 ◽

2009 ◽

Author(s):

Zhi-biao Shi ◽

Yang Li ◽

Yun-feng Song ◽

Tao Yu

Keyword(s):

Particle Swarm Optimization ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Least Squares ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Vector Machines

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