An Improved PSO-GA based Fuzzy Controller of STATCOM for Cascaded Induction Motors of Drilling System

Majid Dehghani, Mehdi Bagheri, Venera Nurmanova, Mohammad Taghipour, Peyman Karimyan, Gevork B. Gharehpetian, Mehrdad Abedi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Drilling systems are among the most important and sensitive industrial systems, which consist of cascaded induction motors, induction motors, and transformers. These systems will cause significant voltage drops during starting. In this study, a STATCOM is utilized to compensate the reactive power. A fuzzy controller is employed to improve the performance of induction motors. The inputs of the proposed controller are 'the response error' and 'error change rate' and the outputs are PI controller coefficients. Changing the range of fuzzy membership functions and fuzzy rules are optimized by the PSO-GA. The impact of this controller is shown in different scenarios in terms of reduction of startup time, reactive power consumption reduction, and compensation of voltage drop.

Original languageEnglish
Title of host publicationProceedings - 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020
EditorsZhigniew Leonowicz
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728174532
DOIs
Publication statusPublished - Jun 2020
Externally publishedYes
Event2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020 - Madrid, Spain
Duration: Jun 9 2020Jun 12 2020

Publication series

NameProceedings - 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020

Conference

Conference2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2020
CountrySpain
CityMadrid
Period6/9/206/12/20

Keywords

  • fuzzy controller
  • induction motor
  • PSO-GA
  • STATCOM

ASJC Scopus subject areas

  • Control and Optimization
  • Artificial Intelligence
  • Energy Engineering and Power Technology
  • Renewable Energy, Sustainability and the Environment
  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering
  • Environmental Engineering

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