PID control tuning via particle swarm optimization for coupled tank system

Syed Hussien, Sharifah Yuslinda and Jaafar, Hazriq Izzuan and Selamat, Nur Asmiza and Daud, Fiona Serina and Zainal Abidin, Amar Faiz (2014) PID control tuning via particle swarm optimization for coupled tank system. International Journal of Soft Computing and Engineering (IJSCE), 4 (2). pp. 202-206. ISSN 2231-2307

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Abstract

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.

Item Type:	Article
Uncontrolled Keywords:	Coupled Tank System (CTS), Particle Swarm optimization (PSO), PID controller, PID tuning method
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:	Faculty of Electrical Engineering > Department of Control, Instrumentation & Automation
Depositing User:	HAZRIQ IZZUAN JAAFAR
Date Deposited:	02 Jul 2014 01:08
Last Modified:	01 Jun 2023 11:38
URI:	http://eprints.utem.edu.my/id/eprint/12763
Statistic Details:	View Download Statistic

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