A dynamic programming approach for determining the explicit solution of linear MPC controllers

A dynamic programming approach for determining the explicit solution of linear MPC controllers
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确定线性 MPC 控制器显式解的动态规划方法

DOI:
10.1109/cdc.2004.1428785
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发表时间:
2004
期刊:
2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)
影响因子:
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通讯作者:
E. Camacho
E. Camacho
中科院分区:
--
文献类型:
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作者:
D. M. D. L. Peña;T. Alamo;A. Bemporad;E. Camacho

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近年来,多参数方法被成功地应用于模型预测控制(MPC)方案。在本文中,我们提出了一种新的方法来获得线性系统的控制律的显式描述,该方法基于动态规划,并利用预测控制公式的结构。
Recently multi-parametric methods have been applied with success to model predictive control (MPC) schemes. In this paper we propose a novel method for linear systems to obtain the explicit description of the control law that is based on dynamic programming and exploits the structure of the MPC formulation.