Determination of Fixture-Use Probability for Peak Water Demand Design Using High-Level Water End-Use Statistics and Stochastic Simulation

IF 3 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Journal of Water Resources Planning and Management Pub Date : 2023-11-01 DOI:10.1061/jwrmd5.wreng-6146
Brendan M. Josey, Jinzhe Gong
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Abstract

Some recent studies have used actual water end-use data to inform the peak demand design of plumbing systems in residential buildings, addressing the problem of overestimation in many long-standing plumbing codes and standards. Vast amounts of fixture-specific data from each household are required to determine the frequency each fixture is used during peak water consumption periods (fixture-use probability). However, obtaining such data can be difficult, and the processing is costly and time-consuming. The current study presents a new approach for determining the fixture-use probability for peak water demand design of premise plumbing systems. A stochastic water demand model is developed using only the high-level statistical information from water end-use studies presented in the public domain, offsetting the need for the original water end-use data sets. The stochastic model is then used to form easy-to-use formulas for determining the probability of use for various fixture groups, which consider both the number of apartments and building occupancy. The approach is validated by comparing the estimated peak demand values with the corresponding values determined from actual water consumption observations in three Australian residential apartment buildings and one mixed-use building. The new approach enables a much more accurate estimation of the peak demand compared with the conventional approach suggested in the current Australian plumbing standard. The proposed approach can be used by researchers and practitioners in other countries to determine their region-specific fixture-use probability values for more accurate peak demand estimation, contributing to improved premise plumbing system design.
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基于高层次最终用水统计和随机模拟的高峰需水量设计中固定装置使用概率的确定
最近的一些研究使用实际的最终用水数据来为住宅建筑管道系统的峰值需求设计提供信息,解决了许多长期存在的管道规范和标准中高估的问题。需要来自每个家庭的大量特定于固定装置的数据来确定每个固定装置在高峰用水期间的使用频率(固定装置使用概率)。然而,获得这样的数据可能是困难的,处理是昂贵和耗时的。本研究提出了一种确定住宅管道系统峰值需水量设计中固定装置使用概率的新方法。一个随机的水需求模型只使用公共领域的水最终用途研究的高级统计信息,抵消了对原始的水最终用途数据集的需要。然后使用随机模型形成易于使用的公式来确定各种夹具组的使用概率,这些公式考虑了公寓数量和建筑物占用率。通过将估计的峰值需求值与从三座澳大利亚住宅公寓建筑和一座混合用途建筑的实际用水量观察中确定的相应值进行比较,验证了该方法。与目前澳大利亚管道标准中建议的传统方法相比,新方法可以更准确地估计峰值需求。所提出的方法可以被其他国家的研究人员和从业人员使用,以确定其区域特定的固定装置使用概率值,从而更准确地估计峰值需求,有助于改进住宅管道系统的设计。
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来源期刊
CiteScore
6.30
自引率
19.40%
发文量
136
审稿时长
7 months
期刊介绍: The Journal of Water Resources Planning and Management reports on all phases of planning and management of water resources. The papers examine social, economic, environmental, and administrative concerns relating to the use and conservation of water. Social and environmental objectives in areas such as fish and wildlife management, water-based recreation, and wild and scenic river use are assessed. Developments in computer applications are discussed, as are ecological, cultural, and historical values.
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