Model predictive control of water transportation networks

C. Zamora, J. Giraldo, S. Leirens
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引用次数: 5

Abstract

In this paper water distribution systems and sewer systems are considered. Both can be seen as complementary networks: water distribution systems supply the commodity to consumers while sewer systems drain the wastewater which is produced by domestic usage and industrial facilities. In the water distribution case an application of a distributed control scheme for management of urban water supply networks is proposed. The scheme is based on local model predictive control (MPC) and a parallel coordination that implements cooperation among local MPC controllers. For the sewer system case a nonlinear predictive control is presented. To deal with the nonlinear and non-differentiable features of the used predictor model, a direct search method is proposed to solve the optimization problem. Both cases are based on the Bogota's networks and results illustrate the potential of the approaches.
水运网络的模型预测控制
本文考虑了配水系统和排水系统。两者都可以看作是互补的网络:供水系统向消费者供应商品,而下水道系统则排放由家庭使用和工业设施产生的废水。以供水管网为例,提出了一种分布式控制方案在城市供水管网管理中的应用。该方案基于局部模型预测控制(MPC)和并行协调,实现了局部模型预测控制器之间的协作。针对污水系统的情况,提出了一种非线性预测控制方法。针对所使用的预测器模型的非线性和不可微特性,提出了一种直接搜索方法来解决优化问题。这两个案例都是基于波哥大的网络,结果说明了这些方法的潜力。
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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