Particle swarm optimization-least squares support vector regression based forecasting model on dissolved gases in oil-filled power transformers

Ruijin Liao; Hanbo Zheng; S. Grzybowski; Lijun Yang

doi:10.1016/j.epsr.2011.07.020

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Particle swarm optimization-least squares support vector regression based forecasting model on dissolved gases in oil-filled power transformers

Ruijin Liao Hanbo Zheng S. Grzybowski Lijun Yang

Year: 2011 Journal: Electric Power Systems Research Vol: 81 (12)Pages: 2074-2080 Publisher: Elsevier BV

DOI: 10.1016/j.epsr.2011.07.020

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Keywords:

Support vector machine Particle swarm optimization Artificial neural network Least squares support vector machine Radial basis function Transformer Regression Engineering Dissolved gas analysis Computer science Transformer oil Machine learning Mathematical optimization Artificial intelligence Mathematics Statistics

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Power Transformer Diagnostics and Insulation

Physical Sciences → Engineering → Electrical and Electronic Engineering

Energy Load and Power Forecasting

Physical Sciences → Engineering → Electrical and Electronic Engineering

Advanced Algorithms and Applications

Physical Sciences → Engineering → Control and Systems Engineering

Particle swarm optimization-least squares support vector regression based forecasting model on dissolved gases in oil-filled power transformers

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