Ismail, Mohd Khairuddin and Amira Sarayati, Ahmad Dahalan and Amar Faiz, Zainal Abidin and Yee, Yang Lai and Nur Anis, Nordin and Siti Fatimah, Sulaiman and Hazriq Izzuan, Jaafar and Syahrul Hisham, Mohamad and Noor Hafizah, Amer (2014) Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System. Advanced Materials Research, 903. pp. 321-326. ISSN 1662-8985. (Published)
![[img]](http://umpir.ump.edu.my/style/images/fileicons/application_pdf.png) |
PDF
10.pdf Restricted to Repository staff only Download (3MB) | Request a copy |
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 controllers parameters. Result obtained shows that there are potential in improving these algorithms to replace the conventional way of obtaining PID controllers parameters
| Item Type: | Article |
|---|---|
| Additional Information: | Indexed iin Scopus |
| Uncontrolled Keywords: | Computational intelligence; Firefly algorithm; Optimization; Particle Swarm Optimization (PSO); PID Controller |
| Subjects: | T Technology > TS Manufactures |
| Faculty/Division: | Faculty of Manufacturing Engineering |
| Depositing User: | yaa |
| Date Deposited: | 30 May 2014 08:29 |
| Last Modified: | 28 Feb 2018 05:07 |
| URI: | http://umpir.ump.edu.my/id/eprint/5530 |
| Download Statistic: | View Download Statistics |
Actions (login required)
 |
View Item |