Abstract
This paper focuses on the modeling, development, and implementation of a Fuzzy PID controller in controlling the heating system. This study will look into the effectiveness of a fuzzy Proportional Integral Derivative (PID) control scheme for this application. Instead of using a trial-and-error method for the controller tuning, this study proposes a fuzzy PID control to tune the controller parameters and to improve the conventional PID controller transient response. Modeling of the PT326 heating system is required before designing the controller. Through the MATLAB System Identification Toolbox, a discrete-time model is obtained and represented by an ARX model structure. A simulation study had been implemented on a unit step input. The results demonstrated that the system shows positive improvement in terms of rise time and settling time when fuzzy PID controller was applied.
Metadata
Item Type: | Article |
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Creators: | Creators Email / ID Num. Md Said, Atiqah Liyana UNSPECIFIED Ishak, Norlela norlelaishak@uitm.edu.my Tajjudin, Mazidah UNSPECIFIED |
Subjects: | T Technology > TJ Mechanical engineering and machinery > Mechanical and electrical engineering combined T Technology > TJ Mechanical engineering and machinery > Heat engines > Heat. Heat in its applications, as a source of power, etc |
Divisions: | Universiti Teknologi MARA, Shah Alam > College of Engineering |
Journal or Publication Title: | Journal of Electrical and Electronic Systems Research (JEESR) |
UiTM Journal Collections: | UiTM Journal > Journal of Electrical and Electronic Systems Research (JEESR) |
ISSN: | 1985-5389 |
Volume: | 20 |
Page Range: | pp. 70-76 |
Keywords: | ARX model, Fuzzy PID, hot air blower, PID controller, process trainer, PT326, system identification |
Date: | April 2022 |
URI: | https://ir.uitm.edu.my/id/eprint/63173 |