Effect of DMA characteristics on risk and asset analysis of the Metropolitan Waterworks Authority pipe network

Manatsawee Nawik, Sitang Pilailar, Suwatana Chittaladakorn
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Abstract

This study examines the District Metering Area (DMA) characteristics in the pipe networks of Metropolitan Waterworks Authority (MWA), with a specific focus on risk and asset analysis, including water loss rate, water usage, and pipe density. The objective is to classify the DMA types based on these characteristics and to determine the influence of area characteristics on water distribution infrastructure. This is achieved by employing risk assessment and asset valuation techniques to identify pipes that require replacement. Initially, the Area Characteristic Index (ACI) for all 64 DMAs within the Ladprao service office branch was evaluated using a fuzzy inference system. Subsequently, six selected DMAs from three distinct area types were analyzed by the fuzzy logic model to figure out the Risk Index (RI) values. Concurrently, the Infrastructure Value Index (IVI) contributed to the asset valuation. These indices pinpointed both the high-risk pipe routes and the poor-condition infrastructure. Moreover, the Modified Risk-Value Index (MRVI) was adopted to prioritize these pipe routes within a constrained budget. The main conclusion drawn is that while DMA characteristics do not directly influence the identification of deteriorated pipes through risk assessment and asset analysis methods, the characteristic of a high water loss rate does impact the number of pipe routes identified by the RI.

DMA特性对大都会水务局管网风险和资产分析的影响
本研究考察了大都会水务管理局(MWA)管网中的区域计量区(DMA)特征,特别关注风险和资产分析,包括水损失率、用水量和管道密度。目的是根据这些特征对DMA类型进行分类,并确定区域特征对配水基础设施的影响。这是通过采用风险评估和资产评估技术来确定需要更换的管道来实现的。最初,使用模糊推理系统评估Ladprao服务办公室分支机构内所有64个DMA的区域特征指数(ACI)。随后,通过模糊逻辑模型对来自三种不同区域类型的六个选定DMA进行分析,以得出风险指数(RI)值。与此同时,基础设施价值指数(IVI)对资产估值做出了贡献。这些指数指出了高风险的管道路线和糟糕的基础设施。此外,采用修正风险价值指数(MRVI)在有限的预算内对这些管道路线进行优先排序。得出的主要结论是,虽然DMA特性不会直接影响通过风险评估和资产分析方法识别劣化管道,但高失水率的特性确实会影响RI识别的管道路线数量。
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CiteScore
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