Promoting sustainable water distribution networks: Modeling of water pipe failure factors and modes

IF 5.3 Q2 ENGINEERING, ENVIRONMENTAL
Ridwan Taiwo , Tarek Zayed , Nehal Elshaboury , Ghasan Alfalah , Eslam Mohammed Abdelkader
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引用次数: 0

Abstract

Water pipe failure significantly undermines the sustainability and resilience of water distribution networks (WDNs), leading to substantial environmental, economic, and social impacts. While previous studies have examined isolated failure factors, a comprehensive understanding of the interactions between multiple factors and their relationship with failure modes remains a critical research gap. This study addresses this gap by developing and validating an integrated framework that systematically categorizes thirty failure factors into four groups: pipe-related, operation-related, external-related, and soil-related factors. Through a global questionnaire-based survey and partial least square structural equation modeling (PLS-SEM), the study quantifies the relationships between these factors and five distinct failure modes. The results reveal that pipe age, diameter, and length are the most critical pipe-related factors; water alkalinity, leaks, and acidity dominate operation-related factors; temperature, precipitation, and frost are key external factors; and soil moisture, resistivity, and pH are crucial soil-related factors. The analysis establishes a significant relationship between failure factors and failure modes (β=0.567,p<0.05). This study provides a novel, statistically validated framework that captures the complex interactions between multiple factors and failure modes. Based on these findings, the study recommends that water utilities: (1) implement a risk-based maintenance strategy focusing on the identified critical factors, (2) develop integrated monitoring systems that track multiple failure factors simultaneously, and (3) adopt predictive maintenance approaches using the established factor-mode relationships. These recommendations provide water utilities with evidence-based strategies for infrastructure management, resource optimization, and failure prevention, ultimately contributing to enhanced WDN sustainability and resilience.
促进可持续配水网络:水管失效因素和模式的建模
水管故障严重破坏了配水网络的可持续性和复原力,导致严重的环境、经济和社会影响。虽然以前的研究已经检查了孤立的失效因素,但对多种因素之间的相互作用及其与失效模式的关系的全面理解仍然是一个关键的研究空白。本研究通过开发和验证一个集成框架来解决这一差距,该框架系统地将30个失效因素分为四类:管道相关因素、操作相关因素、外部相关因素和土壤相关因素。通过全球问卷调查和偏最小二乘结构方程模型(PLS-SEM),研究量化了这些因素与五种不同破坏模式之间的关系。结果表明,管龄、管径和管长是影响管径变化的关键因素;水的碱度、泄漏和酸度是主要的操作相关因素;温度、降水和霜冻是关键的外部因素;土壤湿度、电阻率和pH值是与土壤有关的关键因素。分析发现,失效因素与失效模式之间存在显著的相关关系(β=0.567,p<0.05)。这项研究提供了一种新颖的、经过统计验证的框架,可以捕捉到多种因素和失效模式之间复杂的相互作用。基于这些发现,研究建议水务公司:(1)实施基于风险的维修策略,重点关注已识别的关键因素;(2)开发同时跟踪多个故障因素的集成监测系统;(3)采用基于已建立的因素-模式关系的预测性维修方法。这些建议为水务公司提供了基于证据的基础设施管理、资源优化和故障预防战略,最终有助于提高WDN的可持续性和复原力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cleaner Engineering and Technology
Cleaner Engineering and Technology Engineering-Engineering (miscellaneous)
CiteScore
9.80
自引率
0.00%
发文量
218
审稿时长
21 weeks
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