无终端约束的经济模型预测控制:最优周期运行

M. Müller, L. Grüne
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引用次数: 7

摘要

本文分析了无终端约束的经济模型预测控制方案,其中最优运行状态不是稳态运行,而是周期行为。我们首先通过两个反例证明了经典的后退地平线控制方案并不一定能产生最优的闭环性能。相反,为了建立闭环系统的接近最优性能,可能需要多步MPC方案。对这种行为进行了详细的分析,并导出了可检查的类耗散条件,以获得闭环性能保证。
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Economic model predictive control without terminal constraints: Optimal periodic operation
In this paper, we analyze economic model predictive control schemes without terminal constraints, where the optimal operating regime is not steady-state operation, but periodic behavior. We first show by means of two counterexamples, that a classical receding horizon control scheme does not necessarily result in an optimal closed-loop performance. Instead, a multi-step MPC scheme may be needed in order to establish near optimal performance of the closed-loop system. This behavior is analyzed in detail, and we derive checkable dissipativity-like conditions in order to obtain closed-loop performance guarantees.
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