Implementation of Fuzzy PID Controller on Hot Air Blower System

Atiqah Liyana Md Said, N. Ishak, M. Tajjudin
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Abstract

70 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.
模糊PID控制器在热风系统中的实现
摘要:本文主要研究了模糊PID控制器在供热系统控制中的建模、开发和实现。本研究将探讨模糊比例积分导数(PID)控制方案在此应用中的有效性。本文提出了一种模糊PID控制方法来调整控制器参数,以改善传统PID控制器的瞬态响应,而不是使用试错法进行控制器整定。在设计控制器之前,需要对PT326加热系统进行建模。通过MATLAB系统识别工具箱,得到离散时间模型,并用ARX模型结构表示。对单位阶跃输入进行了仿真研究。结果表明,采用模糊PID控制后,系统在上升时间和稳定时间上都有明显改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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