Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning Of PID Controller in Industrial Couple Tank System

Mohd Khairuddin, Ismail and Ahmad Dahalan, Amira Sarayati and Zainal Abidin, Amar Faiz and Yee, Yang Lai and Nordin, Nur Anis and Siti Fatimah, Sulaiman and Jaafar, Hazriq Izzuan and Mohamad, Syahrul Hisham and Amer, Noor Hafizah (2014) Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning Of PID Controller in Industrial Couple Tank System. Advanced Material Research, 903. pp. 321-326. ISSN 1022-6680

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Abstract

Industrial tank system is widely used in consumer liquid processing and chemical processing industry. In liquid-based product manufacturing system, one of the main components consists of an industrial tank. This paper explores the applications of two swarm intelligence algorithms in optimizing the PID controller parameters. These swarm intelligence algorithms are Particle Swarm Optimization (PSO) and Firefly Algorithm (FA). Each agent of the swarm intelligence will represent a possible solution of the problem where each dimension corresponds to the PID controller’s parameters. Result obtained shows that there are potential in improving these algorithms to replace the conventional way of obtaining PID controller’s parameters.

Item Type:	Article
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:	06 Mar 2014 04:29
Last Modified:	28 May 2015 04:19
URI:	http://eprints.utem.edu.my/id/eprint/11679
Statistic Details:	View Download Statistic

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