期刊名称:International Journal of Soft Computing & Engineering
电子版ISSN:2231-2307
出版年度:2014
卷号:4
期号:2
页码:202-206
出版社:International Journal of Soft Computing & Engineering
摘要:This paper presents the use of meta-heuristic technique to obtain three parameters (KP, KI and KD) of PID controller for Coupled Tank System (CTS). Particle Swarm Optimization (PSO) is chosen and Sum Squared Error is selected as objective function. This PSO is implemented for controlling desired liquid level of CTS. Then, the performances of the system are compared to various conventional techniques which are Trial and Error, Auto-Tuning, Ziegler-Nichols (Z-N) and Cohen-Coon (C-C) method. Simulation is conducted within Matlab environment to verify the transient response specifications in terms of Rise Time (TR), Settling Time (TS), Steady State Error (SSE) and Overshoot (OS). Result obtained shows that performance of CTS can be improved via PSO as PID tuning methods.
关键词:Coupled Tank System (CTS); Particle Swarm;Optimization (PSO); PID Controller; PID Tuning Method