Modeling of a Continuous Stirred Tank Reactor and Controller Design Using LMI Approaches

Carlos A. Cappelletti, Hugo A. Pipino, Emanuel Bernardi, Eduardo J. Adam
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Abstract

The design of non-linear control systems remains a challenge today, therefore through this work a procedure to obtain a vertex-reduced multi-model representation, without loss of convexity, is proposed as a suitable solution. That is, a novel approach which considers all parameter variations around the Continuous Stirred Tank Reactor (CSTR) system operating region is developed, resulting in a unique polytopic representation. After that, based on the linear matrix inequalities approach, a control scheme is developed to compute the optimal matrix gains, while the operating, states and inputs, constraints are satisfied and the stability conditions are ensured. Finally, the realistic simulation results highlight the model representation effectiveness in capturing the CSTR dynamic behavior in the operating region, despite parameter variations, allowing the optimal control law design, overcoming the non-linear system nature, to achieve the desired closed-loop system performance.

Abstract Image

基于LMI方法的连续搅拌槽式反应器建模及控制器设计
非线性控制系统的设计仍然是当今的一个挑战,因此通过这项工作,提出了一种获得顶点减少的多模型表示而不损失凸性的方法,作为一种合适的解决方案。即,提出了一种考虑连续搅拌槽式反应器(CSTR)系统运行区域周围所有参数变化的新方法,得到了一种独特的多面体表示。然后,基于线性矩阵不等式方法,提出了一种控制方案,在满足运行、状态和输入约束的前提下,计算出最优的矩阵增益,并保证了系统的稳定性条件。最后,真实的仿真结果突出了模型表示在捕获CSTR运行区域动态行为方面的有效性,尽管参数变化,允许最优控制律设计,克服系统的非线性性质,实现理想的闭环系统性能。
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