Adaptive Fuzzy PI Speed Controller Gains for Permanent Magnet Synchronous Motor

Mutasim Ibrahim Nour, Ishak Aris, Norman Mariun, Sinan Mahmoud, Eyad Radwan

Research output: Contribution to conferencePaper

Abstract

The conventional proportional integral (PI) and proportional integral derivative (PID) controllers have been widely utilised as speed controllers in PMSM drives. However, the conventional fixed-gain PI and PID controllers are very sensitive to step change of command speed, parameter variations and load disturbance. To overcome the drawbacks of the fixed gains PI controller, an adaptive fuzzy logic controller is presented in this paper to tune the PI controller gains online. The proposed adaptive fuzzy logic controller processes the speed error and adjusts the PI controller gains automatically to achieve the desired response under different operating conditions. The fuzzy rule base is designed and optimised to achieve the desired control response such as rise time, overshoot and steady state error. The performance of the proposed controller is examined, by simulation using Simulink/Matlab at different operating conditions. The operating conditions studied included various step speed commands from standstill with nominal and changes in motor parameters and load torque. The results obtained were evaluated and compared with the fixed-gains PI controller. The simulation results showed the superiority of the adaptive controller over the conventional fixed-gain PI controller especially for load disturbances and load inertia variations.
Original languageEnglish
Publication statusPublished - Aug 2007
EventWorld Engineering Congress 2007 - Penang, Malaysia
Duration: 5 Aug 20079 Aug 2007

Conference

ConferenceWorld Engineering Congress 2007
Abbreviated titleWEC 2007
CountryMalaysia
CityPenang
Period5/08/079/08/07

Keywords

  • PI Controllers, Fuzzy Logic, Adaptive Controllers, PMSM Drives

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    Nour, M. I., Aris, I., Mariun, N., Mahmoud, S., & Radwan, E. (2007). Adaptive Fuzzy PI Speed Controller Gains for Permanent Magnet Synchronous Motor. Paper presented at World Engineering Congress 2007, Penang, Malaysia.