Optimal Sensor Placement for Classifier-Based Leak Localization in Drinking Water Networks

被引：0
|
作者：
Soldevila, Adria [1 ]
Tornil-Sin, Sebastian [1 ,2 ]
Fernandez-Canti, Rosa M. [1 ]
Blesa, Joaquin [1 ,2 ]
Puig, Vicenc [1 ,2 ]
机构：
[1] Univ Politecn Cataluna, Supervis Safety & Automat Control Res Ctr CS2AC, Campus Terrassa,Gaia Bldg,Rambla St Nebridi,22, Barcelona 08222, Spain
[2] UPC, CSIC, Inst Robot & Informat Ind, Carrer Llorens Artigas,4-6, Barcelona 08028, Spain
来源：
2016 3RD CONFERENCE ON CONTROL AND FAULT-TOLERANT SYSTEMS (SYSTOL) | 2016年
关键词：
Water distribution network; sensor placement; fault diagnosis; model-based; classifier; LOCATION;
D O I：
暂无
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 presents a sensor placement method for classifier-based leak localization in Water Distribution Networks. The proposed approach consists in applying a Genetic Algorithm to decide the sensors to be used by a classifier (based on the k-Nearest Neighbor approach). The sensors are placed in an optimal way maximizing the accuracy of the leak localization. The results are illustrated by means of the application to the Hanoi District Metered Area and they are compared to the ones obtained by the Exhaustive Search Algorithm. A comparison with the results of a previous optimal sensor placement method is provided as well.
引用
收藏
页码：325 / 330
页数：6
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