Economic Predictive Control with Periodic Horizon for Water Distribution Networks

被引:0
|
作者
Urkmez, Mirhan [1 ]
Kallesoe, Carsten [1 ]
Bendtsen, Jan Dimon [1 ]
Leth, John [1 ]
机构
[1] Aalborg Univ, Fredrik Bajers Vej 7c, DK-9220 Aalborg, Denmark
来源
IFAC PAPERSONLINE | 2023年 / 56卷 / 02期
关键词
Water distribution networks; Pump Scheduling; Predictive control; Periodic horizon; Economic model predictive control;
D O I
10.1016/j.ifacol.2023.10.982
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with control of pumps in large-scale water distribution networks with the aim of minimizing economic costs while satisfying operational constraints. Finding a control algorithm in combination with a model that can be applied in real-time is a challenging problem due to the nonlinearities presented by the pipes and the network sizes. We propose a predictive control algorithm with a periodic horizon. The method provides a way for the economic operation of large water networks with a low-complexity linear model. Economic Predictive control with a periodic horizon and a terminal state constraint is constructed to keep the state trajectories close to an optimal periodic trajectory. Barrier terms are also included in the cost function to prevent constraint violations. The proposed method is tested on a state-of-the-art EPANET model of the water network of a medium size Danish town (Randers) and shown to perform as intended under varying conditions. Copyright (c) 2023 The Authors.
引用
收藏
页码:4669 / 4674
页数:6
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