{"title":"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","authors":"Zohre Fakhari , Azadeh Ahmadi","doi":"10.1016/j.ejrh.2025.102805","DOIUrl":null,"url":null,"abstract":"<div><h3>Study region</h3><div>GAZ City water distribution network in Isfahan province, Iran</div></div><div><h3>Study focus</h3><div>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.</div></div><div><h3>New hydrological insights for the region</h3><div>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.</div></div>","PeriodicalId":48620,"journal":{"name":"Journal of Hydrology-Regional Studies","volume":"62 ","pages":"Article 102805"},"PeriodicalIF":5.0000,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"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\",\"authors\":\"Zohre Fakhari , Azadeh Ahmadi\",\"doi\":\"10.1016/j.ejrh.2025.102805\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Study region</h3><div>GAZ City water distribution network in Isfahan province, Iran</div></div><div><h3>Study focus</h3><div>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.</div></div><div><h3>New hydrological insights for the region</h3><div>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.</div></div>\",\"PeriodicalId\":48620,\"journal\":{\"name\":\"Journal of Hydrology-Regional Studies\",\"volume\":\"62 \",\"pages\":\"Article 102805\"},\"PeriodicalIF\":5.0000,\"publicationDate\":\"2025-09-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Hydrology-Regional Studies\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2214581825006342\",\"RegionNum\":2,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"WATER RESOURCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Hydrology-Regional Studies","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214581825006342","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"WATER RESOURCES","Score":null,"Total":0}
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.
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.