Enhancement of AVR Response Based on Intelligent Fuzzy-Swarm-PID Controller

  • Karrar Hameed Kadhim Abdul Amir AL-Musaib Technical College, Al-Furat Al-Awsat Technical University
  • Ahmed Kareem Abdullah AL-Musaib Technical College, Al-Furat Al-Awsat Technical University
  • Baqer Turki attyia Southern technical university

Abstract

Automatic voltage regulator is used to fix the output signal by correcting the voltage of the exciter and track the generator’s voltage. The improvement of automatic voltage regulator (AVR) response will reflected on the power system performance. In this paper two intelligent techniques fuzzy logic (FL) and Particle swarm optimization (PSO) are used to enhance the response of the Fourth order AVR system based on the merging between them and then the control action summed and coupled with PID controller action. Fuzzy controller has many benefits in design of AVR compared with conventional controllers, but the response of the AVR system still insufficient, therefore, the PSO and Fuzzy are used together for this purpose to produce Fuzzy-Swarm-PID controller (FSPID). Usually the cognitive (C1) and social acceleration (C2) are taken as a constant values in PSO algorithm, but here the Fuzzy logic system is used to get these accelerations to enhance the response.
Published
2019-04-17
Section
Articles