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Key performance indicators for small and medium-sized urban water systems in a semi-arid region: a case study of Okanagan Valley, Canada 半干旱地区中小型城市供水系统的关键绩效指标:以加拿大奥卡纳根河谷为例
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-02-28 DOI: 10.1080/1573062X.2023.2179927
S. R. Pokhrel, Gyan Chhipi-Shrestha, Kasun Hewage, R. Sadiq
ABSTRACT Drinking water, wastewater, and stormwater are three components of an Urban Water System. Maintenance of these components requires evaluation of the existing performance of the water system. The evaluation becomes more significant in small and medium-sized water systems because these systems wrestle with various constraints, such as insufficient funds, inadequate infrastructure and water governance. In this study, Key Performance Indicators (KPIs) are identified for each UWS component considering six performance criteria. A questionnaire was distributed to water utilities across the Okanagan Valley. KPIs were identified by combining Delphi technique and Preference Ranking Organization Method for Enrichment Evaluation methods. Ninety-six KPIs were identified with 39, 30, and 27 KPIs for drinking water, wastewater, and stormwater. Based on the available literature, agriculture water use, low impact development implementation (LID), average annual life cycle investment, and swimming advisories are a few notable KPIs that are unique to the Valley.
饮用水、废水和雨水是城市供水系统的三个组成部分。维护这些部件需要对水系统的现有性能进行评估。在中小型水系统中,评价变得更加重要,因为这些系统面临各种限制,例如资金不足、基础设施不足和水管理不足。在本研究中,根据六个性能标准确定了每个UWS组件的关键性能指标(kpi)。一份调查问卷分发给整个奥肯那根山谷的自来水公司。采用德尔菲法和偏好排序组织法进行富集评价。确定了96个kpi,其中饮用水、废水和雨水的kpi分别为39、30和27个。根据现有文献,农业用水、低影响发展实施(LID)、平均年生命周期投资和游泳建议是山谷独有的几个值得注意的kpi。
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引用次数: 1
Integrating spatial clustering with predictive modeling of pipe failures in water distribution systems 空间聚类与配水系统管道故障预测建模的集成
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-02-25 DOI: 10.1080/1573062X.2023.2180393
Ahmed A. Abokifa, L. Sela
ABSTRACT Pipe failures in water distribution infrastructure (WDI) have significant economic, environmental and public health impacts. To alleviate these impacts, repair and replacement decisions need to be prioritized to effectively reduce failure rates. In this study, a computational framework is proposed for WDI asset management that couples spatial clustering analysis with predictive modeling of pipe failures. First, hotspot/coldspot clusters of statistically significant high/low failure rates are identified using local indicators of spatial association. Second, the predictive abilities of eight statistical learning techniques are systematically tested, and the best-performing method is implemented to forecast failure rates,(breaks/(km.year)) within different sectors of the WDI. Third, the framework is implemented to compare the impact of adopting proactive instead of reactive pipe replacement strategies. Applying the framework to a real-life, large-scale WDI revealed that spatial clustering of pipe failures improves the accuracy of the prediction models.
供水基础设施(WDI)中的管道故障具有重大的经济、环境和公共健康影响。为了减轻这些影响,需要优先考虑维修和更换决策,以有效降低故障率。本文提出了一种将空间聚类分析与管道失效预测建模相结合的WDI资产管理计算框架。首先,利用空间关联的局部指标识别出具有统计学意义的高故障率/低故障率的热点/冷点集群;其次,系统地测试了八种统计学习技术的预测能力,并实施了表现最佳的方法来预测WDI不同部门的故障率(破损/(km.year))。第三,实施该框架以比较采用主动替代被动换管策略的影响。将该框架应用于实际的大规模WDI,表明管道失效的空间聚类提高了预测模型的准确性。
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引用次数: 1
Visualisation of clogging in green infrastructure growing media 绿色基础设施增长媒体堵塞的可视化
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-02-24 DOI: 10.1080/1573062X.2023.2180394
Zhangjie Peng, J. Edmondson, R. Stirling, Daniel Green, R. Dawson, S. De-Ville, V. Stovin
ABSTRACT Growing media in green infrastructure (GI) designed for stormwater management plays a critical role in providing hydrological benefits. However, sediment deposition by urban stormwater can cause clogging and reduce the infiltration capacity. This study introduces a new approach to characterise the impact of clogging of GI that uses fluorescent tracer particles. Results are compared for two contrasting growing media: Grey to Green Substrate (G2G) and Marie Curie Substrate (MCS). Results showed that most sediment particles were retained on the surface of both growing media, and surface clogging in G2G caused a decrease in infiltration capacity. Sediment vertical movement was observed in both growing media, but particles travelled deeper in MCS. Vertical sediment movement is influenced by the growing media’s pore size distribution, and a high clogging risk is expected in growing media with a pore size distribution that is close to the particle size distribution of the incoming sediment particles.
为雨水管理而设计的绿色基础设施(GI)中的生长介质在提供水文效益方面起着关键作用。然而,城市雨水淤积泥沙会造成堵塞,降低入渗能力。本研究介绍了一种使用荧光示踪剂颗粒表征胃肠道堵塞影响的新方法。结果比较了两种不同的生长介质:灰绿基质(G2G)和居里基质(MCS)。结果表明,两种生长介质的表面均保留了大部分泥沙颗粒,G2G的表面堵塞导致入渗能力下降。在两种生长介质中都观察到沉积物垂直运动,但颗粒在MCS中移动更深。泥沙垂直运动受生长介质孔径分布的影响,孔径分布与来沙颗粒粒径分布接近的生长介质堵塞风险较高。
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引用次数: 1
Intelligent sewage discharge control in a wastewater treatment plant during rainfall periods 降雨期间污水处理厂污水排放的智能控制
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-02-14 DOI: 10.1080/1573062X.2023.2169170
Justyna Stańczyk, E. Burszta-Adamiak, J. Kajewska-Szkudlarek, Ryszard Kurkiewicz, Andrzej Przerwa
ABSTRACT Uncontrolled wastewater discharges have social and environmental consequences and generate increased operational costs. Wastewater treatment plants (WWTPs) are vulnerable infrastructure and require the implementation of risk and safety analyses in the context of climate change and flooding. Therefore, making decisions in changing weather conditions is one of the most important but also most difficult tasks for operators to maintain proper management of wastewater infrastructure facilities. The aim of the research was to develop a decision-making tool based on soft sensor methods to allow inflows to be classified into two classes of WTTP operating conditions. The quality of the regression models was maintained at 90.0%, while the classifier based on the coarse decision tree had a testing accuracy of 92.4%. The results can contribute to a reduction in wastewater load, which is significant in the context of ongoing climate change, and to an improvement in WWTP operation through automation.
未经控制的废水排放具有社会和环境后果,并增加了运营成本。污水处理厂(WWTPs)是脆弱的基础设施,需要在气候变化和洪水的背景下实施风险和安全分析。因此,对于运营商来说,在不断变化的天气条件下做出决策是对废水基础设施进行适当管理的最重要也是最困难的任务之一。研究的目的是开发一种基于软传感器方法的决策工具,将流入分为两类WTTP运行条件。回归模型的质量保持在90.0%,而基于粗决策树的分类器的测试准确率为92.4%。结果可以有助于减少废水负荷,这在持续的气候变化背景下是重要的,并通过自动化改善污水处理厂的运行。
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引用次数: 3
Techno-economic and environmental analysis of sustainable drinking water supply methods in deprived areas (case study of Sistan and Baluchestan) 贫困地区可持续饮用水供应方法的技术经济和环境分析(锡斯坦和俾路支斯坦的案例研究)
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-02-11 DOI: 10.1080/1573062X.2023.2169169
S. Kabiri, M. Meratizaman, A. Godarzi, S. M. Mirbabashahisaraei
ABSTRACT Increasing the level of comfort and development and locating in an dry and desert areas has led to decrease in renewable sources of drinking water in eastern Iran Specially in Sistan and Balochestan. Access to drinking water in this area is difficult and its price is high (4 US$ per cubic meter). In this article, two scenarios have been investigated in order to supply sustainable drinking water. (1) Usage of available brackish water resources through brackish water Reverse Osmosis desalination system and (2) Usage of Oman Sea water resources through Sea water Reverse Osmosis desalination system and fresh water transfer by pipeline. Results show that the average prime cost of drinking water is (0.94 US$) and (2.58 US$) per cubic meter in the first and second scenarios, respectively. Also, the average period of return in the first scenario is (3.3 Year) and in the second scenario is (9.59 Year). More investigations show that the sea water desalination units construction and pipeline transmission is economicaly feasible up to 300 Km from the coastline.
摘要伊朗东部,特别是锡斯坦和俾路支斯坦,由于舒适度和发展水平的提高,以及地处干旱和沙漠地区,可再生饮用水资源减少。该地区的饮用水供应困难,价格高昂(每立方米4美元)。在本文中,为了提供可持续的饮用水,对两种情况进行了调查。(1) 通过微咸水反渗透脱盐系统利用可用的微咸水资源,以及(2)通过海水反渗透淡化系统和管道输送淡水利用阿曼海水资源。结果表明,在第一种和第二种情况下,饮用水的平均基本成本分别为每立方米0.94美元和2.58美元。此外,第一种情况下的平均回报期为(3.3年),第二种情况下为(9.59年)。更多的调查表明,海水淡化装置的建设和管道输送在距离海岸线300公里的范围内是经济可行的。
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引用次数: 1
A novel cyber-physical resilience-based strategy for water quality sensor placement in water distribution networks 一种新的基于网络物理弹性的配水网络水质传感器布置策略
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-02-11 DOI: 10.1080/1573062X.2023.2174032
D. Nikolopoulos, C. Makropoulos
ABSTRACT Water distribution networks (WDNs) employ contamination warning systems (CWS) with water quality sensors to detect water contamination. If some of these sensors are compromised during a contamination event, the consequences regarding public health can be devastating. With the emerging threat of cyber-attacks on critical infrastructure, WDNs are at risk of cyber-physical attacks that can deliberately contaminate water and concurrently mask the event by cyber-attacking sensors in the CWS. We develop a novel optimization strategy for the placement of water quality sensors that maximizes resilience under cyber-physical attack scenarios, suitable for designing a new sensor layout or upgrading an existing one. The resilient strategy is tested on multiple WDNs, focused on the upgrade problem. Results show improvement in the expected CWS detection performance under cyber-physical attacks, while the performance trade-off under nominal operation is minimal compared to classic strategies, hinting at a good design solution for cyber-wise water utilities.
摘要配水网络(WDN)采用带水质传感器的污染预警系统(CWS)来检测水污染。如果其中一些传感器在污染事件中受损,对公众健康的影响可能是毁灭性的。随着关键基础设施面临网络攻击的威胁,WDN面临网络物理攻击的风险,这些攻击可能故意污染水,同时通过网络攻击CWS中的传感器来掩盖事件。我们开发了一种新的水质传感器布局优化策略,该策略可最大限度地提高网络物理攻击场景下的弹性,适用于设计新的传感器布局或升级现有传感器。针对升级问题,在多个WDN上测试了弹性策略。结果显示,在网络物理攻击下,预期的CWS检测性能有所提高,而与经典策略相比,标称运行下的性能权衡最小,这暗示了网络供水设施的良好设计解决方案。
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引用次数: 1
An overview on water quality, pollution sources, and associated ecological and human health concerns of the lake water of megacity: a case study on Dhaka city lakes in Bangladesh 概述特大城市湖水的水质、污染源以及相关的生态和人类健康问题:以孟加拉国达卡城市湖泊为例研究
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-02-06 DOI: 10.1080/1573062X.2023.2169171
M. Uddin, Tapos Kormoker, M. Siddique, M. Billah, M. Rokonuzzaman, Abdullah Al Ragib, Ram Proshad, M. Y. Hossain, Md. Kamrul Haque, Khalid A. Ibrahim, A. M. Idris
ABSTRACT In Dhaka megacity (Bangladesh), lakes located in the most exclusive areas are considered crucial urban water bodies. However, these water sources are confronting a heavy load of organic and inorganic pollutants by anthropogenic activities and are being polluted continuously. In this review , 50 relevant published documents on the lake water of Dhaka megacity to highlight the overall water quality status and the potential ecological and human health risks associated with contaminations were studied. The retrieved documents were organized according to the relevant information and examined thoroughly. After a careful review, it was found that most of the lake water in Dhaka city is severely contaminated with heavy metals such as Pb, Cd, Cu, Zn, and Mn with a higher concentration of Pb and Cd than the guideline values for drinking and industrial uses. The physicochemical properties and microbial contamination with an elevated level of fecal coliforms in lake water indicate very poor water quality in all lakes. The EC and TDS in most of the lake water exceeded the standard limits with the highest EC value (4920 µS/cm) for Gulshan Lake. The indices-based water quality assessment revealed considerable heavy metal contamination in the lake’s water. Few lakes are found at a minimal level of ecological risks. The assessments of health risk indicate lower non-cancer risk. Overall, it can be inferred that the lake water in the Dhaka megacity does not meet the requirements for domestic, drinking, fishing, and industrial uses. This review study will be helpful for the policymakers and environmentalists to know about the status and sources of pollution in the lake water in the megacity which in turn assist to take necessary actions to mitigate the pollution level from the studied lakes of Dhaka city, Bangladesh.
摘要在达卡特大城市(孟加拉国),位于最专属区域的湖泊被认为是重要的城市水体。然而,这些水源正面临着人类活动带来的大量有机和无机污染物,并不断受到污染。在这篇综述中,研究了50份关于达卡特大城市湖水的相关出版文件,以突出总体水质状况以及与污染相关的潜在生态和人类健康风险。检索到的文件根据相关信息进行了整理,并进行了彻底检查。经过仔细审查,发现达卡市大部分湖水受到铅、镉、铜、锌和锰等重金属的严重污染,铅和镉的浓度高于饮用和工业用水的指导值。湖水中粪大肠菌群水平升高的物理化学性质和微生物污染表明,所有湖泊的水质都非常差。大部分湖水中的EC和TDS超过了标准限值,其中Gulshan湖的EC值最高(4920µS/cm)。基于指数的水质评估显示,湖水中存在大量重金属污染。很少有湖泊的生态风险最低。健康风险评估表明非癌症风险较低。总体而言,可以推断达卡特大城市的湖水不符合生活、饮用、渔业和工业用途的要求。这项综述研究将有助于决策者和环保主义者了解特大城市湖水的污染状况和来源,从而有助于采取必要行动降低孟加拉国达卡市研究湖泊的污染水平。
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引用次数: 0
1-D convolution neural network based leak detection, location and size estimation in smart water grid 基于一维卷积神经网络的智能电网泄漏检测、定位和尺寸估计
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-01-31 DOI: 10.1080/1573062X.2022.2164732
Pooja Choudhary, B. Botre, S. A. Akbar
ABSTRACT Water is one of the essential natural resources for survival, but the water transportation system faces significant challenges because of huge water loss due to leaky pipeline systems. An IoT based novel SWG prototype has been developed and reported in this work. The SWG comprises sensors and devices that can continuously and remotely monitor the pressure, temperature, flow, pH, turbidity, etc., of the water being transported. Moreover, a novel 1-D CNN model has been developed by creating an artificial leak on the pipeline that takes input data points as a chunk of 5-minute time series to the network and gives output in leak detection, location and size estimation simultaneously. Further, the developed model is compared with other state of the art machine learning techniques and the proposed model is found better in terms of accuracy which is 94.32%, 91.91% and 89.85% for leak detection, size estimation and location respectively.
摘要水是人类赖以生存的重要自然资源之一,但由于管道系统的漏水,造成了巨大的水损失,因此水运系统面临着巨大的挑战。一种基于物联网的新型SWG原型已在本工作中开发并报告。SWG由传感器和设备组成,可以连续和远程监测所输送的水的压力、温度、流量、pH值、浊度等。此外,通过在管道上创建人工泄漏,开发了一种新的1-D CNN模型,该模型将输入数据点作为5分钟时间序列的块输入网络,并同时给出泄漏检测、位置和大小估计的输出。此外,将所开发的模型与其他最先进的机器学习技术进行比较,发现所提出的模型在泄漏检测,大小估计和位置方面的准确率分别为94.32%,91.91%和89.85%。
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引用次数: 1
Contingent valuation of willingness to pay for urban water extended to non-urban northern Ghana 对城市用水支付意愿的条件评估扩大到加纳北部非城市地区
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-01-26 DOI: 10.1080/1573062X.2023.2169168
F. Bukari
ABSTRACT The study sought to examine the willingness of rural and peri-urban communities in northern Ghana to pay for urban water services extended to them, without differentiated tariff determination to suit their socio-economic status as low-income households. Using a contingent valuation method and statistical simulation models, results showed that price per unit of water, income levels and service quality were significantly related to willingness to pay. However, despite stakeholder activities to improve water tariff payment, the process does not consider the views of the local people. Also peri-urban and rural communities connected to urban water systems owed more tariff arrears due to poverty, which negatively impacts on access to water. Alternative approaches such as tariff differentiation and extension of participatory interventions for poverty reduction schemes have been recommended.
摘要本研究旨在考察加纳北部农村和城市周边社区是否愿意为向其提供的城市供水服务付费,而无需根据其作为低收入家庭的社会经济地位确定差别电价。使用或有估价方法和统计模拟模型,结果表明,单位水价、收入水平和服务质量与支付意愿显著相关。然而,尽管利益相关者开展了改善水费支付的活动,但该过程并未考虑当地人民的意见。此外,由于贫困,与城市供水系统相连的城郊和农村社区拖欠了更多的电费,这对供水产生了负面影响。有人建议采取其他办法,如关税差别化和扩大减贫计划的参与性干预措施。
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引用次数: 0
Impact of urban growth on the natural drainage network of the Srinagar city 城市发展对斯利那加市自然排水网络的影响
IF 2.7 3区 环境科学与生态学 Q3 WATER RESOURCES Pub Date : 2023-01-20 DOI: 10.1080/1573062X.2022.2164733
B. Shah, M. S. Bhat, A. Alam, Hilal Ahmad Sheikh, Noureen Ali
ABSTRACT Srinagar city experienced significant expansion especially during the last four decades, which has negatively impacted its aquatic resources and their functioning. The present study aims to assess the impact of the urban growth on the natural drainage network of the Srinagar city from 1971 to 2020. The changes in the morphometry of natural drainage and urban morphology were quantified through the selected indicators. Four sample sites were selected from the study area for detailed ground validation of the quantified changes. Our results reveal that there has been almost a fourfold increase in the built-up area, taking place in all the directions, primarily in the form of edge expansion that has largely encroahed the urban streams. The findings further indicate that on the whole drainage system of the city has lost almost 15% of its total capacity. The effects of increasing built-up warrant immediate attention to initiate conservation measures for the natural drainage network of the city.
摘要斯利那加市经历了显著的扩张,尤其是在过去的四十年里,这对其水资源及其功能产生了负面影响。本研究旨在评估1971年至2020年斯利那加市城市增长对自然排水网络的影响。通过选定的指标量化了自然排水和城市形态形态计量学的变化。从研究区域中选择了四个样本点,对量化变化进行详细的地面验证。我们的研究结果表明,建成区的面积在各个方向上几乎增加了四倍,主要是以边缘扩张的形式,这在很大程度上包围了城市溪流。调查结果进一步表明,整个城市的排水系统已经失去了其总容量的近15%。增加建成区的影响值得立即关注,以启动城市自然排水网络的保护措施。
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引用次数: 0
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Urban Water Journal
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