Title :
Optimal design of PID controller for a CSTR system using particle swarm optimization
Author :
Nekoui, Mohammad Ali ; Khameneh, Mohammad Ali ; Kazemi, Mohammad Hosein
Author_Institution :
K.N. Toosi Univ. of Technol., Tehran, Iran
Abstract :
This paper presents the optimal design of PID controller based on a particle swarm optimization (PSO) approach for continuous stirred tank reactor (CSTR). The mathematical model of experimental system had been approximate near the operating point for the PSO algorithm to adjust PID parameters for the minimum integral of time multiplied by absolute error (ITAE) condition. The results show the adjustment of PID parameters converting into the optimal point and the good control response base on the optimal values by the PSO technique.
Keywords :
chemical reactors; mathematical analysis; particle swarm optimisation; three-term control; CSTR; CSTR system; ITAE; PID controller; continuous stirred tank reactor; integral of time multiplied by absolute error; mathematical model; optimal design; particle swarm optimization; Chemical reactors; Heat transfer; Inductors; Mathematical model; Particle swarm optimization; Tuning; Water heating; Neural Network; Optimal Control; Simulation;
Conference_Titel :
Power Electronics and Motion Control Conference (EPE/PEMC), 2010 14th International
Conference_Location :
Ohrid
Print_ISBN :
978-1-4244-7856-9
DOI :
10.1109/EPEPEMC.2010.5606563