供水管网泄漏检测与定位:回顾与展望

IF 7.3 2区计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS

Annual Reviews in Control Pub Date : 2023-01-01 DOI:10.1016/j.arcontrol.2023.03.012

Luis Romero-Ben , Débora Alves , Joaquim Blesa , Gabriela Cembrano , Vicenç Puig , Eric Duviella

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引用次数: 4

摘要

本文将对配水管网中的泄漏检测和定位进行综述。特别是，本文介绍了方法从基于模型的方法向基于数据的方法的演变，列出、描述和比较了这两类方法的主要和/或最新方法。此外，还讨论了不同现有方法在实际水利工程中的实际适用性，概述了基于模型和数据驱动方法在这项任务中的优势和局限性。使用一个著名的案例研究来比较一些更有前景的方法，并说明它们的性能。还提供了当前现有方法未来演变的前景。

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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Leak detection and localization in water distribution networks: Review and perspective

In this paper, leak detection and localization in water distribution networks will be reviewed. In particular, the paper presents the evolution of the methods from model-based towards data-based approaches, listing, describing and comparing the main and/or most recent methods of both categories. Besides, the practical applicability in real water utilities of different existing methods is discussed, outlining the advantages and limitations of model-based and data-driven methods for this task. A well-known case study is used to compare some of the more promising methods and illustrate their performances. Perspectives of the future evolution of the current existing methods are also provided.

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来源期刊

Annual Reviews in Control 工程技术-自动化与控制系统

CiteScore

19.00

自引率

2.10%

发文量

审稿时长

36 days

期刊介绍： The field of Control is changing very fast now with technology-driven “societal grand challenges” and with the deployment of new digital technologies. The aim of Annual Reviews in Control is to provide comprehensive and visionary views of the field of Control, by publishing the following types of review articles: Survey Article: Review papers on main methodologies or technical advances adding considerable technical value to the state of the art. Note that papers which purely rely on mechanistic searches and lack comprehensive analysis providing a clear contribution to the field will be rejected. Vision Article: Cutting-edge and emerging topics with visionary perspective on the future of the field or how it will bridge multiple disciplines, and Tutorial research Article: Fundamental guides for future studies.