Backtracking search algorithm approach to improve indirect field-oriented control for induction motor drive

Jamal Abd Ali, M. A. Hannan, Azah Mohamed

Research output: Contribution to conferencePaper

Abstract

© 2015 IEEE. Proportional-integral (PI) controller is very useful for controlling speed and torque variables in three-phase induction motor (TIM) operation. However, the conventional PI controller has the exhaustive traditional trial and error procedure in obtaining parameters of PI controller. This paper presents an adaptive PI controller to improve indirect field oriented control (IFOC) design technique for TIM using a backtracking search algorithm (BSA) optimization technique. The mean absolute error (MAE) of the speed response is used as an objective function. An optimal BSA-based IFOC (BSA-IFOC) objective function is also employed to tune and minimize the MAE for improving the performance of the TIM in terms of changes speed and mechanical load. Space vector pulse width modulation (SVPWM) technique is utilized to generate pulse width modulation control strategy for inverter. Results obtained from the BSA-IFOC are compared with those obtained through particle swarm optimization (PSO) to validate the developed controller. The robustness of the BSA-IFOC is better than that of the PSO controller in all tested cases in terms of damping capability and transient response under different load and speed.
Original languageEnglish
DOIs
Publication statusPublished - 01 Sep 2016
Externally publishedYes
Event2015 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2015 -
Duration: 01 Sep 2016 → …

Conference

Conference2015 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2015
Period01/09/16 → …

Fingerprint

Induction motors
Controllers
Pulse width modulation
Particle swarm optimization (PSO)
torque
damping
Vector spaces
Robustness (control systems)
Transient analysis
Vector control (Electric machinery)
speed
Torque
Damping
particle

All Science Journal Classification (ASJC) codes

  • Building and Construction
  • Energy(all)
  • Mechanical Engineering
  • Management, Monitoring, Policy and Law

Cite this

Ali, J. A., Hannan, M. A., & Mohamed, A. (2016). Backtracking search algorithm approach to improve indirect field-oriented control for induction motor drive. Paper presented at 2015 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2015, . https://doi.org/10.1109/ICSIMA.2015.7559016
Ali, Jamal Abd ; Hannan, M. A. ; Mohamed, Azah. / Backtracking search algorithm approach to improve indirect field-oriented control for induction motor drive. Paper presented at 2015 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2015, .
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Ali, JA, Hannan, MA & Mohamed, A 2016, 'Backtracking search algorithm approach to improve indirect field-oriented control for induction motor drive' Paper presented at 2015 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2015, 01/09/16, . https://doi.org/10.1109/ICSIMA.2015.7559016

Backtracking search algorithm approach to improve indirect field-oriented control for induction motor drive. / Ali, Jamal Abd; Hannan, M. A.; Mohamed, Azah.

2016. Paper presented at 2015 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2015, .

Research output: Contribution to conferencePaper

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Ali JA, Hannan MA, Mohamed A. Backtracking search algorithm approach to improve indirect field-oriented control for induction motor drive. 2016. Paper presented at 2015 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2015, . https://doi.org/10.1109/ICSIMA.2015.7559016