Optimised robust placement of hard quality sensors for robust monitoring of quality in Drinking Water Distribution Systems

Łangowski, Rafał; Brdyś, Mietek A.; Qi, Ruiyun

doi:10.1109/wcica.2012.6358046

Cited by 7 publications

(2 citation statements)

References 16 publications

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“…For an extensive review of the various sensor placement performance objectives see (Adedoja et al, 2018a). A critical review of the differ-References Optimization Method Krause et al, 2008;Kumar et al, 1999Deterministic Berry et al, 2006Shastri & Diwekar, 2006;Weickgenannt et al, 2010, Rico-Ramirez et al, 2007Cozzolino et al, 2011;Comboul & Ghanem, 2013Stochastic Snyder, 2006Carr et al, 2006;Sela & Amin, 2018;Langowski et al, 2012, Watson et al, 2009Xu et al, 2010 Robust Table 1: Sensor placement optimization-based approaches.…”

Section: Water Quality Sensor Placementmentioning

confidence: 99%

Contamination event diagnosis in drinking water networks: A review

Ηλιάδης

Vrachimis

Moghaddam

et al. 2023

Annual Reviews in Control

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Section: Water Quality Sensor Placementmentioning

confidence: 99%

Contamination event diagnosis in drinking water networks: A review

Ηλιάδης

Vrachimis

Moghaddam

et al. 2023

Annual Reviews in Control

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“…The work by Ma et al [72] presented a mixed-integer programming method, which rely on the absolute robustness situation. Sensor placement strategy under various water demand criteria for robust quality monitoring was presented by Łangowski et al [73]. For effective performance, an optimisation-based methods require integrating optimisation approach with hydraulic and water quality model, such as EPANET by Rossman et al [74].…”

Section: Optimisation-basedmentioning

confidence: 99%

Sensor Placement Strategies for Contamination Identification in Water Distribution Networks: A Review

Adedoja

Hamam

Khalaf

et al. 2019

WIT Transactions on Ecology and the Environment

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Safeguarding of water distribution networks is gaining attention due to the socioeconomic implication of consuming contaminated water. An installation of water quality sensors has been recognised as one of the measures to minimise the distress. Notably, the procurement and maintenance cost of the water quality sensors have restrained the number of sensors to deploy across the network. This constraint means that the sensor placement strategy has to receive significant consideration. Over the years, researchers have proposed several techniques to handle the challenge. Each of the techniques has its shortcomings which must be addressed. This study presents a critical review of the sensor placement strategies in a water distribution network. The review results expressed the technical challenges, and proposed feasible solutions. The future research directions are also provided.

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