Life-Cycle Civil Engineering: Innovation, Theory and Practice 2021
DOI: 10.1201/9780429343292-152
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Factors affecting the costs and timing of water main replacement in a water distribution network

Abstract: Deteriorated cast iron pipes often account for a significant portion of water main failures in a water distribution network. Such incidents cause havoc to traffic circulation, damage surrounding properties and public infrastructure, and increase the risk of water contamination. Thus, infrastructure managers often receive questions from stakeholders concerning the replacement time horizon of such pipes and the associated financial investment needs. These questions are difficult to answer as the service lifetime… Show more

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“…The probability of failure could be used by municipalities to optimally manage their annual rehabilitation plans. Many studies apply machine learning models to pipes that have had breaks (Harvey et al 2013;Shirzad et al 2014;Sattar et al 2016;Kutyłowska 2017;Kerwin and Adey 2018). Robles-Velasco et al ( 2020) considered all pipes rather than just those which had experienced breaks.…”
Section: Predictive Analyticsmentioning
confidence: 99%
“…The probability of failure could be used by municipalities to optimally manage their annual rehabilitation plans. Many studies apply machine learning models to pipes that have had breaks (Harvey et al 2013;Shirzad et al 2014;Sattar et al 2016;Kutyłowska 2017;Kerwin and Adey 2018). Robles-Velasco et al ( 2020) considered all pipes rather than just those which had experienced breaks.…”
Section: Predictive Analyticsmentioning
confidence: 99%