Predictive control of a general water distribution system by using sequential linear programming

IF 4.6 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS Control Engineering Practice Pub Date : 2025-03-01 Epub Date: 2025-01-08 DOI:10.1016/j.conengprac.2024.106232
Blaž Korotaj, Mario Vašak
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Abstract

The paper focusses on water distribution systems (WDSs) of a general configuration, whose operation profile is decided by solving a sequential linear program (SLP). The paper introduces linearization procedure for a general network. The necessary SLP mathematical form for a general WDS is also derived. Cost function and all the constraints for the WDS optimization are elaborated. To validate the approach, the derived procedure is applied to a toy example and to a large segment of a WDS from a city in Spain. The results are compared with the operation policy obtained using hysteresis control and substantial operational costs reduction possibilities are demonstrated while respecting all WDS constraints.
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基于顺序线性规划的一般配水系统预测控制
本文主要研究一般配置的配水系统,其运行曲线是通过求解一个顺序线性规划来确定的。本文介绍了一般网络的线性化过程。还推导了一般WDS所需的SLP数学形式。阐述了WDS优化的成本函数和约束条件。为了验证该方法,将导出的程序应用于一个玩具示例和来自西班牙一个城市的WDS的大片段。结果与使用迟滞控制获得的操作策略进行了比较,并证明了在尊重所有WDS约束的情况下大幅降低操作成本的可能性。
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来源期刊
Control Engineering Practice
Control Engineering Practice 工程技术-工程:电子与电气
CiteScore
9.20
自引率
12.20%
发文量
183
审稿时长
44 days
期刊介绍: Control Engineering Practice strives to meet the needs of industrial practitioners and industrially related academics and researchers. It publishes papers which illustrate the direct application of control theory and its supporting tools in all possible areas of automation. As a result, the journal only contains papers which can be considered to have made significant contributions to the application of advanced control techniques. It is normally expected that practical results should be included, but where simulation only studies are available, it is necessary to demonstrate that the simulation model is representative of a genuine application. Strictly theoretical papers will find a more appropriate home in Control Engineering Practice''s sister publication, Automatica. It is also expected that papers are innovative with respect to the state of the art and are sufficiently detailed for a reader to be able to duplicate the main results of the paper (supplementary material, including datasets, tables, code and any relevant interactive material can be made available and downloaded from the website). The benefits of the presented methods must be made very clear and the new techniques must be compared and contrasted with results obtained using existing methods. Moreover, a thorough analysis of failures that may happen in the design process and implementation can also be part of the paper. The scope of Control Engineering Practice matches the activities of IFAC. Papers demonstrating the contribution of automation and control in improving the performance, quality, productivity, sustainability, resource and energy efficiency, and the manageability of systems and processes for the benefit of mankind and are relevant to industrial practitioners are most welcome.
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