将基于代理的方法与配水网络的水力分析结合起来,对伊朗GAZ市的最终用户进行了现实的微观模拟

IF 5 2区 地球科学 Q1 WATER RESOURCES
Zohre Fakhari , Azadeh Ahmadi
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引用次数: 0

摘要

研究区域伊朗伊斯法罕省az市配水网络研究重点在传统的配水网络模型中,消费者的用水需求和用水行为往往被过度简化。这些模型通常是单向的,模拟供水网络的性能如何影响节点需求估计,忽略了家庭和供水网络行为之间相互作用背后的复杂性。本研究提出了一个新的框架,将基于智能体的模型与水力模拟器相结合,模拟真实的消费者用水情况,可以捕捉最终用户行为与配水网络水力性能之间的相互动态关系。这些动态模拟了网络压力如何影响个人用水,以及消费者用水如何反馈水力性能。主要目的是模拟这些在异常条件下的双向互动,从而加强水力分析和支持社会满意度的评估。在提出的框架中,模拟了不同压力条件下不同活动的个人用水行为,考虑了个人特征和社会互动。结果表明,在低压条件下,消费者不满集中在需求高峰期,而在非高峰时期,用水量超过需求。此外,在不改变水力参数的情况下,改变消费者对节水的态度可使网络性能提高13% %。通过模拟真实的消费者反应,该框架提供了一种在异常条件下评估水管理政策结果的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrating the agent-based approach with hydraulic analysis of the water distribution network to a realistic micro-scale simulation of end-users in GAZ City, Iran

Study region

GAZ City water distribution network in Isfahan province, Iran

Study focus

In conventional water distribution network models, consumer water demand and water use behaviors are often oversimplified. These models are typically one-directional, simulating how water distribution networks' performance affects nodal demand estimation, neglecting complexity behind mutual interactions between household and water distribution network behaviors. This study proposes a novel framework, integrating an agent-based model with a hydraulic simulator, to simulate realistic consumer water use, which can capture reciprocal dynamics between end-user behaviors and the hydraulic performance of water distribution networks. These dynamics simulate how network pressure influences individual water use and how consumer water use feeds back hydraulic performance. The primary objective is to simulate these two-way interactions under abnormal conditions, thereby strengthening hydraulic analysis and supporting the assessment of social satisfaction.

New hydrological insights for the region

In the proposed framework, individual water-use behaviors across different activities are simulated under varying pressure conditions, accounting for both individual characteristics and social interactions. Results showed that consumer dissatisfaction was concentrated during peak demand periods under low-pressure conditions, while water use exceeded demand during off-peak times. Furthermore, modifying consumer attitudes toward water conservation improved network performance by 13 % without altering hydraulic parameters. By simulating realistic consumer responses, the framework provides a tool for evaluating the outcomes of water management policies under abnormal conditions.
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来源期刊
Journal of Hydrology-Regional Studies
Journal of Hydrology-Regional Studies Earth and Planetary Sciences-Earth and Planetary Sciences (miscellaneous)
CiteScore
6.70
自引率
8.50%
发文量
284
审稿时长
60 days
期刊介绍: Journal of Hydrology: Regional Studies publishes original research papers enhancing the science of hydrology and aiming at region-specific problems, past and future conditions, analysis, review and solutions. The journal particularly welcomes research papers that deliver new insights into region-specific hydrological processes and responses to changing conditions, as well as contributions that incorporate interdisciplinarity and translational science.
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