Smart and Integrated Management Methods for Sustainable Water Distribution Systems
可持续配水系统的智能综合管理方法
基本信息
- 批准号:RGPIN-2022-04664
- 负责人:
- 金额:$ 1.75万
- 依托单位:
- 依托单位国家:加拿大
- 项目类别:Discovery Grants Program - Individual
- 财政年份:2022
- 资助国家:加拿大
- 起止时间:2022-01-01 至 2023-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Water distribution systems (WDSs) convey essential clean water to millions of people across Canada. However, the safe and efficient delivery of this crucial service is jeopardized by aging infrastructure and increasing demands driven by urban growth and climate change. Current WDS lifecycle decisions are still being made in a siloed fashion, which leads to inefficiencies, higher costs, greater infrastructure deterioration, and more frequent failures. The overarching goal of this program is to advance the understanding of WDSs and the impact of lifecycle management decisions, as well as develop models, methods, and guidelines for smart WDS management, that improve their sustainability and resilience. This will be achieved through three main objectives: (1) Advance the understanding of the impacts of operations and maintenance (O&M) on pipe deterioration; (2) Develop integrated pipe maintenance, renewal and design optimization methods; and (3) Develop pump operation optimization methods that consider WDS deterioration and performance. The proposed research will build upon the applicant's research on pipe deterioration, which has generated findings on deterioration driving factors and new machine learning models. The research will involve a balance between data analysis, hydraulic modelling, machine learning, and optimization. First, novel pipe deterioration models will be developed, that account for pipe protection practices and dynamic WDS pressures. Using these models, new integrated pipe maintenance, renewal and design optimization methods will be developed. Lastly, WDS performance under real-time and daily operations will be compared and an advanced operation optimization model will be developed to account for lifecycle costs and performance. The deterioration models and optimization methods will form the foundation for an open-source integrated decision support platform for WDSs. The proposed program will also advance the area of WDS management through several guidelines, empirical equations, frameworks, heuristics, and recommendations. It will also train the next generation of utility managers, infrastructure planners and asset managers in advanced methods for modelling critical water infrastructure and developing lifecycle driven solutions for their efficient management. These abilities are crucial for managing the water infrastructure in Canadian cities that are faced with climate change and aging infrastructure.
水分配系统(WDSs)向加拿大各地数百万人输送必需的清洁水。然而,由于基础设施老化以及城市发展和气候变化导致的需求不断增加,这一重要服务的安全高效提供受到了威胁。当前的WDS生命周期决策仍然是以孤立的方式进行的,这导致了效率低下、成本更高、基础设施更严重的损坏和更频繁的故障。该计划的总体目标是促进对水系统和生命周期管理决策影响的理解,并为水系统的智能管理开发模型、方法和指南,以提高水系统的可持续性和复原力。这将通过三个主要目标来实现:(1)提高对操作和维护(O&M)对管道劣化的影响的理解;(2)开发一体化管道维护、更新和设计优化方法;(3)开发考虑WDS劣化和性能的泵运行优化方法。拟议的研究将建立在申请人对管道劣化的研究基础上,该研究已经产生了劣化驱动因素和新的机器学习模型的发现。这项研究将涉及数据分析、水力建模、机器学习和优化之间的平衡。首先,将开发新的管道劣化模型,考虑管道保护措施和动态WDS压力。利用这些模型,将开发新的集成管道维护、更新和设计优化方法。最后,将比较WDS在实时和日常运行下的性能,并开发一个先进的运行优化模型,以考虑生命周期成本和性能。劣化模型和优化方法将为开源的wds集成决策支持平台奠定基础。该计划还将通过若干指导方针、经验公式、框架、启发式方法和建议来推进WDS管理领域。它还将培训下一代公用事业经理、基础设施规划人员和资产管理人员,采用先进的方法对关键水基础设施进行建模,并为其有效管理开发生命周期驱动的解决方案。这些能力对于管理面临气候变化和基础设施老化的加拿大城市的水基础设施至关重要。
项目成果
期刊论文数量(0)
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{{ truncateString('Dziedzic, Rebecca', 18)}}的其他基金
Smart and Integrated Management Methods for Sustainable Water Distribution Systems
可持续配水系统的智能综合管理方法
- 批准号:
DGECR-2022-00509 - 财政年份:2022
- 资助金额:
$ 1.75万 - 项目类别:
Discovery Launch Supplement
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