Distributed Control of Networked Systems with Nonlinear Dynamics and Coupling Constraints

Zonglin Liu, O. Stursberg
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引用次数: 2

Abstract

This paper introduces a distributed control strategy for constraint-coupled networked systems with nonlinear dynamics. Problems of this type are often too complicated to be solved in a centralized way, such that efficient distributed solution is required. The proposed method first casts the global problem into a mixed-integer programming (MIP) problem, and then solves the MIP problem by use of recently developed distributed solution schemes for this problem class. A reduction of the computational complexity compared to the centralized solution as well as the satisfaction of all constraints are guaranteed, and its efficiency is illustrated for a numeric example.
具有非线性动力学和耦合约束的网络系统的分布式控制
针对具有非线性动力学特性的约束耦合网络系统,提出了一种分布式控制策略。这种类型的问题通常过于复杂,无法以集中的方式解决,因此需要有效的分布式解决方案。该方法首先将全局问题转化为混合整数规划(MIP)问题,然后利用最近开发的该问题类的分布式求解方案求解MIP问题。与集中式解相比,该方法在保证满足所有约束条件的同时降低了计算复杂度,并通过数值算例说明了其有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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