Design and Performance Evaluation of Fuzzy Variable Fractional-Order [PI]λDμ Controller for a Class of First-Order Delay-Time Systems

被引:12
|
作者
Kanagaraj, N. [1 ]
机构
[1] Prince Sattam Bin Abdulaziz Univ, Elect Engn Dept, Wadi Aldawasir 11991, Saudi Arabia
来源
STUDIES IN INFORMATICS AND CONTROL | 2019年 / 28卷 / 04期
关键词
Fractional-order controller; Fuzzy logic controller; Pressure control; First-order delay-time system; PID controller; PID CONTROLLERS;
D O I
10.24846/v28i4y201908
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents the design of a fuzzy variable fractional-order PID (FVF[PI]lambda D mu) controller and its level of performance. The first-order plus delay-time (FOPDT) pressure control fractional-order plant model is identified using an experimental dataset and designed for study the control scheme. The conventional integer-order PID (IOPID) controllers' performance is not satisfactory for the systems with nonlinear characteristics, plant uncertainties, and external load disturbances. Thus, a modified control structure is proposed in which the exponent terms lambda and mu of the controller are changed lively using an intelligent fuzzy logic controller (FLC). To investigate the usefulness of the proposed control method, simulation studies are carried out using MATLAB software. Further on, the proposed controller performance for the identified fractional-order plant is compared with that of the IOPID and classical fractional-order PID (FOPI lambda D mu) controllers. The controllers' performance is demonstrated during the parameter change and under external load disturbance conditions. The results confirm that the FVF[PI]lambda D mu controller is capable to achieve an improved performance and robustness for the identified FOPDT pressure control systems.
引用
收藏
页码:443 / 452
页数:10
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