Title :
Optimal tuning of PID controller using Particle Swarm Optimization
Author :
Lakshmi, K.Vijaya ; Srinivas, P.
Author_Institution :
Department of Electronics and Instrumentation Engineering, V. R. Siddhartha Engineering College, Vijayawada, India
Abstract :
This paper proposes an optimization method for determining the optimal tuning parameters of PID controller, for level control of three tank system. The main objective is to obtain a fast and stable system by tuning the PID controller using Particle Swarm Optimization algorithm. The simulation is done using MATLAB software. The response of PSO based PID controller is compared with Z-N tuned PID controller in terms of time domain specifications. The simulation results shows that tuning the PID controller using PSO provides fast and stable system with low overshoot.
Keywords :
Level control; Optimization; Particle swarm optimization; Process control; Time-domain analysis; Tuning; PID controller; PSO; three tank system; tuning;
Conference_Titel :
Electrical, Electronics, Signals, Communication and Optimization (EESCO), 2015 International Conference on
Conference_Location :
Visakhapatnam, India
Print_ISBN :
978-1-4799-7676-8
DOI :
10.1109/EESCO.2015.7253800