一种基于终端集调度的改进双模EMPC方案

X. Shan, Defeng He, Shiming Yu, Shijian Dong
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引用次数: 0

摘要

提出了一种基于调度终端集的约束输入仿射非线性系统的改进双模经济模型预测控制方案。利用非线性系统平衡面的概念提取了一组EMPC方案的过渡平衡点。针对每个平衡点,利用控制李雅普诺夫函数和最大终端不变量集,设计了具有一定自由参数的局部控制器。该方法不仅保证了末端不变量集相互重叠,而且保证了平衡点在下一个平衡点对应的不变量集中。在此基础上,对具有扩大吸引域的非线性系统提出了一种改进的双模EMPC算法。实现了闭环系统递归的可行性和稳定性。以等温连续搅拌槽式反应器(CSTR)为例,说明了该方案的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Improved Dual-mode EMPC Scheme via Scheduling Terminal Sets
The paper presents an improved dual-mode economic model predictive control (EMPC) scheme of constrained input-affine nonlinear systems via scheduling terminal sets. The concept of the equilibrium surface of nonlinear systems is used to pick up a set of transitional equilibrium points of the EMPC scheme. For each equilibrium point, some local controllers with some free-parameters are designed by control Lyapunov functions, as well as maximum terminal invariant sets. It is guaranteed that not only the terminal invariant sets are overlapped each other but also the equilibrium points are in the invariant sets corresponding to the next equilibrium point. Then an improved dual-mode EMPC algorithm is formulated for the nonlinear system with enlarging domain of attraction. Recursive feasibility and stability of the closed-loop system are achieved. The example of the isothermal continuous stirred tank reactor (CSTR) is used to demonstrate the advantages of the presented scheme.
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