PSO algorithm for three phase induction motor drive with SVPWM switching and V/f control

Jamal Ali Ali, Hannan M A, Azah Mohamed

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

10 Citations (Scopus)

Abstract

Optimization techniques are become more popular for the improvement in control of Three Phase Induction Motor (TIM). Also the Volt/Hz (V/f) control and space vector pulse width modulation (SVPWM) are used to reduce the harmonics level related to other control and modulation techniques. This paper deals with the tuning of PI controller parameters to be used in TIM. Particle Swarm Optimization (PSO) algorithm is used to tune each parameter of PI speed controller to improve the speed response performance of the TIM. By designing appropriate PSO algorithm, Kp and Ki of the PI speed controller parameters are tuned for TIM operation with SVPWM Switching and V/f Control. The performance of PI speed controller on the TIM is measured by estimating the change of speed and torque under speed response condition. It is found that the performance of the PI controller is robust in terms of overshoot, settling time, steady state error and RMSE.

Original languageEnglish
Title of host publicationConference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages250-254
Number of pages5
ISBN (Print)9781479972975
DOIs
Publication statusPublished - 17 Mar 2014
Event2014 IEEE International Conference on Power and Energy, PECon 2014 - Kuching, Sarawak, Malaysia
Duration: 1 Dec 20143 Dec 2014

Other

Other2014 IEEE International Conference on Power and Energy, PECon 2014
CountryMalaysia
CityKuching, Sarawak
Period1/12/143/12/14

Fingerprint

Vector spaces
Pulse width modulation
Induction motors
Particle swarm optimization (PSO)
Controllers
Torque
Tuning
Modulation

Keywords

  • (PSO-PI) controller
  • inverter
  • particle swarm optimization
  • SVPWM
  • three-phase induction machine
  • V/f controller

ASJC Scopus subject areas

  • Fuel Technology
  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering

Cite this

Ali, J. A., M A, H., & Mohamed, A. (2014). PSO algorithm for three phase induction motor drive with SVPWM switching and V/f control. In Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014 (pp. 250-254). [7062451] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PECON.2014.7062451

PSO algorithm for three phase induction motor drive with SVPWM switching and V/f control. / Ali, Jamal Ali; M A, Hannan; Mohamed, Azah.

Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 250-254 7062451.

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

Ali, JA, M A, H & Mohamed, A 2014, PSO algorithm for three phase induction motor drive with SVPWM switching and V/f control. in Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014., 7062451, Institute of Electrical and Electronics Engineers Inc., pp. 250-254, 2014 IEEE International Conference on Power and Energy, PECon 2014, Kuching, Sarawak, Malaysia, 1/12/14. https://doi.org/10.1109/PECON.2014.7062451
Ali JA, M A H, Mohamed A. PSO algorithm for three phase induction motor drive with SVPWM switching and V/f control. In Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 250-254. 7062451 https://doi.org/10.1109/PECON.2014.7062451
Ali, Jamal Ali ; M A, Hannan ; Mohamed, Azah. / PSO algorithm for three phase induction motor drive with SVPWM switching and V/f control. Conference Proceeding - 2014 IEEE International Conference on Power and Energy, PECon 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 250-254
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