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Identification of multiple unknown point sources occurring in the 2D transport equation: application to groundwater pollution source identification

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dc.creator Soko, Alpha Omega
dc.creator Masanja, Verdiana Grace
dc.creator Abonyo, Okelo Jeconiah
dc.date 2020-06-10T12:39:37Z
dc.date 2020-06-10T12:39:37Z
dc.date 2020-02-29
dc.date.accessioned 2022-10-25T09:15:55Z
dc.date.available 2022-10-25T09:15:55Z
dc.identifier https://dspace.nm-aist.ac.tz/handle/20.500.12479/780
dc.identifier.uri http://hdl.handle.net/123456789/94695
dc.description This research article published by the Journal of Mathematical and Computational Science, 2020
dc.description Water loss in the water distribution systems (WDS) is a challenge to many water authorities in the world but the problem is crucial in the less developed countries. The effect of water losses in the WDS includes the reduction in the revenue and availability of water, interruption in the quality of water, and inflation of the operation and maintenance cost of the water authorities. Using data from the Moshi Urban Water Supply and Sanitation Authority (MUWSA) Tanzania, an assessment of strategies used for water loss management (WLM) was carried out through an integrated model of MultiCriteria Decision Making (MCDM) and Integer Linear Programming (ILP) which is an optimisation technique. The family of MCDM methods, Multi-Attribute Value Theory (MAVT), Simple Multi-Attribute Rating Technique Exploiting Ranks (SMARTER), and Simple Additive Weighting (SAW) were employed to assess and prioritise the strategies while the ILP was used to formulate a decision model. The model was used to select a portfolio of the best strategies. Sixteen strategies were identified. The results show that the comparison between the bulk meter and customers’ meter on detecting the physical or apparent losses was ranked as the best strategy in managing the loss while the network zoning was ranked as the worst strategy. The model selected thirteen out of sixteen strategies to form the portfolio of the best strategies to be employed by the MUWSA for water loss management. Furthermore, the model was found to be robust as the selected portfolio of strategies remained the same even when the weights of the criteria were changed. The developed model in this study will assist the decision-makers to assess, prioritise and choose the best strategies for reducing or controlling water loss in the distribution system.
dc.format application/pdf
dc.language en
dc.publisher Journal of Mathematical and Computational Science
dc.subject Integer Linear Programming
dc.subject Multi-Criteria Decision Making methods
dc.subject Water Loss Management
dc.subject Water Distribution System
dc.title Identification of multiple unknown point sources occurring in the 2D transport equation: application to groundwater pollution source identification
dc.type Article


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