Design of PSO based PI controller for wind turbine systems

Jau Woei Perng, Guan Yan Chen, Der Min Tsay, Jao Hwa Kuang, Bor Jeng Lin, Guan Shyong Hwang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

This paper implements a strategy to obtain the proportional-integral (PI) optimal operating point and find the description of the stability regions in the parameters space. In order to do this, the particle swarm optimization (PSO) algorithm has been used in this study. The intelligent algorithm which is artificial learning mechanism could find optimal operating points and generates the function of the best operating kp - ki parameter in the PI control stability region. Then the graphical method can provide boundaries of the PI type controller space for close-loop wind turbine generator (WTG) systems. The proposed techniques are presented by using simulation results to the WTG model.

Original languageEnglish
Title of host publicationMechanical Engineering, Materials and Energy III
Pages529-532
Number of pages4
DOIs
StatePublished - 2014
Event2013 3rd International Conference on Mechanical Engineering, Materials and Energy, ICMEME 2013 - Changsha, China
Duration: 9 Nov 201310 Nov 2013

Publication series

NameApplied Mechanics and Materials
Volume483
ISSN (Print)1660-9336
ISSN (Electronic)1662-7482

Conference

Conference2013 3rd International Conference on Mechanical Engineering, Materials and Energy, ICMEME 2013
Country/TerritoryChina
CityChangsha
Period9/11/1310/11/13

Keywords

  • PI control
  • PSO
  • Stability boundary
  • Time delay
  • Wind turbine

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