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Robust Periodic Economic Predictive Control based on Interval Arithmetic for Water Distribution Networks

机译:基于区间算法的配水网络鲁棒周期经济预测控制

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摘要

This paper addresses a robust periodic economic model predictive control (EMPC) based on interval arithmetic with unknown-but-bounded additive disturbances for the management of water distribution networks (WDNs). The system constraints in presence of system disturbances are tightened along the prediction horizon by means of the proposed interval arithmetic and considering that system variables in the WDN model are also subject to some algebraic equations. These algebraic equations should be satisfied when the disturbances have effects on those system variables. The EMPC controller is designed with adding the terminal state constraint. The periodically optimal steady states are obtained by employing a periodic EMPC planner with the nominal model. This periodic steady states are subsequently used to be terminal states. The on-line robust constraint satisfactions are implemented into the robust periodic EMPC controller. Finally, the proposed control strategy is verified using a case study.
机译:本文讨论了一种基于区间算法的鲁棒周期性经济模型预测控制(EMPC),该算法具有未知但有界的附加扰动,用于水分配网络(WDN)的管理。考虑到WDN模型中的系统变量也受某些代数方程式约束,通过提出的区间算法,可以在预测范围内收紧存在系统干扰的系统约束。当扰动对那些系统变量有影响时,应满足这些代数方程。 EMPC控制器在设计时增加了终端状态约束。通过使用具有标称模型的周期性EMPC规划器,可以获得周期性的最佳稳态。该周期性稳态随后被用作终端状态。在线鲁棒约束满足被实现到鲁棒周期性EMPC控制器中。最后,通过案例研究验证了所提出的控制策略。

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