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首页> 外文期刊>International Journal of Control >Constrained NMPC via state-space partitioning for input affine non-linear systems
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Constrained NMPC via state-space partitioning for input affine non-linear systems

机译:通过状态空间划分对输入仿射非线性系统进行约束的NMPC

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摘要

In this paper we present a novel approach to NMPC based on state-space partitioning in conjunction with one-step ahead prediction and judicious use of graph theory to deliver an optimized control law which is robust, and is suitable for fast sampling applications. The only on-line computation required is a one-step ahead QP minimization which is linear in the number of inputs. The paper describes the general idea of the method and presents results, whose efficiency is demonstrated by means of a design study. [References: 18]
机译:在本文中,我们提出了一种基于状态空间划分的NMPC新方法,结合单步超前预测和明智地使用图论来提供鲁棒的优化控制律,适用于快速采样应用。唯一需要的在线计算是提前QP最小化,其输入数量呈线性关系。本文介绍了该方法的一般思想并提出了结果,并通过设计研究证明了其有效性。 [参考:18]

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