Temperature Control Design with Differential Evolution Based Improved Adaptive-Fuzzy-PID Techniques  

作　　者：Prabhu Kaliappan Aravindguru Illango Sivachitra Muthusamy Banumathi Sembanan 

机构地区：[1]Department of Electronics and Instrumentation Engineering,Kongu Engineering College,Erode,Tamilnadu,638060,India [2]Department of Electronics and Instrumentation Engineering,Sri Ramakrishna Engineering College,Coimbatore,Tamilnadu,641022,India [3]Department of Electrical and Electronics Enginnering,Kongu Engineering College,Erode,Tamilnadu,638060,India [4]Department of Electrical and Electronics Engineering,M.Kumarasamy College of Engineering,Karur,639113,Tamilnadu,India

出　　处：《Intelligent Automation & Soft Computing》2023年第4期781-801,共21页智能自动化与软计算（英文）

摘　　要：This paper presents the design and performance analysis of Differential Evolution(DE)algorithm based Proportional-Integral-Derivative(PID)controller for temperature control of Continuous Stirred Tank Reactor(CSTR)plant in che-mical industries.The proposed work deals about the design of Differential Evolu-tion(DE)algorithm in order to improve the performance of CSTR.In this,the process is controlled by controlling the temperature of the liquid through manip-ulation of the coolantflow rate with the help of modified Model Reference Adap-tive Controller(MRAC).The transient response of temperature process is improved by using PID Controller,Differential Evolution Algorithm based PID and fuzzy based DE controller.Finally,the temperature response is compared with experimental results of CSTR.

关 键 词：CSTR PID controller MRAC DE fuzzy MIT rule 

分 类 号：TP39[自动化与计算机技术—计算机应用技术]