Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor

Q4 Agricultural and Biological Sciences International Journal Bioautomation Pub Date : 2020-06-01 DOI:10.7546/ijba.2020.24.2.000615
Sana Bzioui, R. Channa
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引用次数: 2

Abstract

Abstract: A non-isothermal continuous stirred tank reactor (CSTR) is the most important element of chemical industrial equipment which is characterized by a highly nonlinear behavior. It is a multi-input multi-output (MIMO) nonlinear systems exposed to disturbances. The operation of the non-isothermal CSTR can be disturbed by its uncertain parameter such as variation in heat reaction. Therefore, the two difficult problems in CSTR control are tracking trajectory and disturbance attenuation. In this paper, a robust H∞ fuzzy tracking control via Takagi-Sugeno (T-S) model is designed to robustly stabilize the non-isothermal CSTR system for both concentration and temperature affected by disturbances. T-S fuzzy model approach is proposed to derive the nonlinear model of the CSTR to several local linear models. A parallel distributed compensation control law is used to stabilize the closed-loop system. Linear matrix inequality conditions are derived for analyzing regional robust stability and performance based on Lyapunov function, and an H∞ criterion is employed to guarantee the attenuation of disturbances. In trajectory tracking framework, an integral action is introduced as a new state variable. Finally, a comparative study between H∞ controller and linear quadratic regulator (LQR) controller is made. Simulation results show that the proposed H∞ controller ensures an asymptotic stability and guarantees highly robustness against changes in reaction heat with a good trajectory tracking. The H∞ controller gives better performance than the classical LQR controller.
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非等温连续搅拌槽反应器的鲁棒跟踪控制
摘要:非等温连续搅拌釜反应器(CSTR)是化工设备中最重要的部件,具有高度非线性的特点。它是一个多输入多输出(MIMO)非线性系统,易受干扰。非等温CSTR的运行可能会受到其不确定参数的干扰,如热反应的变化。因此,CSTR控制中的两个难点问题是跟踪轨迹和扰动衰减。本文设计了一种基于Takagi-Sugeno(T-S)模型的鲁棒H∞模糊跟踪控制,用于对受扰动影响的非等温CSTR系统的浓度和温度进行鲁棒稳定。提出了T-S模糊模型方法,将CSTR的非线性模型推导出几个局部线性模型。采用并行分布式补偿控制律来稳定闭环系统。基于李雅普诺夫函数,推导了分析区域鲁棒稳定性和性能的线性矩阵不等式条件,并采用H∞准则来保证扰动的衰减。在轨迹跟踪框架中,引入了一个积分动作作为一个新的状态变量。最后,对H∞控制器和线性二次调节器(LQR)控制器进行了比较研究。仿真结果表明,所提出的H∞控制器保证了渐近稳定性,并保证了对反应热变化的高度鲁棒性和良好的轨迹跟踪。H∞控制器比经典的LQR控制器具有更好的性能。
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来源期刊
International Journal Bioautomation
International Journal Bioautomation Agricultural and Biological Sciences-Food Science
CiteScore
1.10
自引率
0.00%
发文量
22
审稿时长
12 weeks
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