连续搅拌釜式反应器
线性二次高斯控制
控制理论(社会学)
PID控制器
化学反应器
控制器(灌溉)
稳态(化学)
工程类
温度控制
控制工程
最优控制
计算机科学
数学
化学
控制(管理)
化学工程
数学优化
生物
物理化学
人工智能
农学
作者
Parvesh Saini,Sanjeev Gaba,Nalini Rajput,Astha Aggarwal
出处
期刊:International Conference on Computing for Sustainable Global Development
日期:2016-03-16
卷期号:: 2778-2784
被引量:5
摘要
Temperature is the most critical parameter of a chemical reactor and controlling the temperature of a chemical reactor is the most challenging task. This paper presents a comparative analysis of various controllers (PID, NARMA — L2 and LQG) designed for controlling the temperature of a Continuous Stirred Tank Reactor (CSTR). The performance parameters considered for comparison are transient characteristics, steady state characteristics and performance indices of different controllers. The Step and Gaussian disturbance have been taken into consideration and applied on the CSTR to check the performance of different controllers. The objective of the controllers designed is specifically to suppress the effect of disturbances (Gaussian and Step) occurring in the reactor. The temperature control of CSTR is best achieved by Linear Quadratic Gaussian (LQG), which have suppressed the effect Gaussian disturbance on CSTR. It can be seen that by using LQG Controller the disturbance is almost eliminated. However, NARMA — L2 and PID also have considerable performance and are capable of suppressing the effect of disturbances on CSTR.
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