Game Theoretic Modeling for Improved Management of Water and Wastewater Resources Using Equilibrium Programming and Feedback Mechanisms
利用平衡规划和反馈机制改进水和废水资源管理的博弈论模型
基本信息
- 批准号:2113891
- 负责人:
- 金额:$ 55.34万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2021
- 资助国家:美国
- 起止时间:2021-06-01 至 2024-11-30
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This grant will support the modeling of novel management approaches for improved cooperation among independent water resources users and stakeholders. Such cooperation is not naturally incentivized because the actions beneficial to upstream users can often negatively impact downstream users. These asymmetrical benefits create the potential for non-cooperative behavior in three key areas: 1) water withdrawal rights, 2) water quality responsibilities, and 3) risks associated with flooding. Historically, cooperative agreements among independent entities have required static legal agreements that created barriers to adaptation or policy improvement. This research will explore novel management approaches, such as market-based mechanisms, to overcome these challenges to cooperation. The anticipated efficiency and equity gains in these systems will advance prosperity and welfare for municipal, industrial, and agricultural water users; treatment plant and network operators; and the natural environment. Two contrasting use cases will be considered in this research: urban river restoration in the Anacostia Watershed (Use Case #1) in the metropolitan Washington, DC, area and economic development and ecological preservation in the Duck River Watershed (Use Case #2) in Tennessee. The work will establish new interdisciplinary collaborations between experts in operations research and water resources management, which will promote the progress of science and intellectual merit.The work will use rigorous mathematical techniques to model deterministic and stochastic water infrastructure systems from a one-level and two-level equilibrium problem perspective based on non-cooperative game theory. The developed models combine engineering, water policy, machine learning, risk analysis, resilience planning and economic elements. The novelty of this work is that it accounts for risk and benefits in a systematic, unified, and endogenous manner across all entities and their interactions and allows the system operator/regulator to effectively balance risk and cost under uncertain and/or changing conditions. Furthermore, it is anticipated that the work will lead to algorithmic advances in decomposition methods for water equilibrium problems as well as stochastic equilibrium models for this general class of infrastructure equilibrium problems. Also, a rolling-horizon, stochastic mathematical program with equilibrium constraints will develop strategic learning algorithms for water stakeholders to improve their decision-making over time.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
这笔赠款将支持新型管理方法的建模,以改善独立水资源用户和利益相关者之间的合作。这种合作并不是自然激励的,因为有利于上游用户的行动往往会对下游用户产生负面影响。这些不对称的利益在三个关键领域创造了不合作行为的可能性:1)取水权,2)水质责任,3)与洪水相关的风险。从历史上看,独立实体之间的合作协议需要静态的法律的协议,这给适应或政策改进带来了障碍。本研究将探索新的管理方法,如基于市场的机制,以克服这些挑战的合作。这些系统的预期效率和公平收益将促进市政,工业和农业用水用户的繁荣和福利;处理厂和网络运营商;以及自然环境。本研究将考虑两个对比用例:大都市华盛顿区Anacostia流域的城市河流恢复(用例#1)和田纳西州鸭河流域的经济发展和生态保护(用例#2)。这项工作将在运筹学和水资源管理专家之间建立新的跨学科合作,这将促进科学和知识价值的进步。这项工作将使用严格的数学技术,从基于非合作博弈论的一级和两级平衡问题的角度,对确定性和随机性水基础设施系统进行建模。开发的模型结合了联合收割机工程、水政策、机器学习、风险分析、复原力规划和经济要素。这项工作的新奇在于,它以系统、统一和内生的方式对所有实体及其相互作用的风险和收益进行了核算,并使系统运营商/监管机构能够在不确定和/或不断变化的条件下有效地平衡风险和成本。此外,预计这项工作将导致水平衡问题的分解方法的算法进步,以及这一类基础设施平衡问题的随机平衡模型。此外,一个具有平衡约束的滚动时域随机数学程序将为水资源利益相关者开发战略学习算法,以随着时间的推移改善他们的决策。该奖项反映了NSF的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(0)
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专利数量(0)
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Steven Gabriel其他文献
Engineering, expression and renaturation of targeted TGF-beta fusion proteins.
靶向 TGF-β 融合蛋白的工程、表达和复性。
- DOI:
10.3109/03008209609028888 - 发表时间:
1996 - 期刊:
- 影响因子:2.9
- 作者:
Tai;David T. Cheung;Lingtao Wu;Ann Yee;Steven Gabriel;Bo Han;Lisa Morton;Marcel E. Nimni;Frederick L. Hall - 通讯作者:
Frederick L. Hall
84 - Absence of neuropathological and neurochemical sequela of cognitive deficits in elderly schizophrenics
- DOI:
10.1016/s0920-9964(97)82092-0 - 发表时间:
1997-01-01 - 期刊:
- 影响因子:
- 作者:
Vahram Haroutunian;Peter Powchik;Steven Gabriel;Dushyant P. Purohit;Daniel P. Perl;Kenneth L. Davis - 通讯作者:
Kenneth L. Davis
Steven Gabriel的其他文献
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{{ truncateString('Steven Gabriel', 18)}}的其他基金
Methods and Models for Stochastic Energy Market Equilibria
随机能源市场均衡的方法和模型
- 批准号:
0408943 - 财政年份:2004
- 资助金额:
$ 55.34万 - 项目类别:
Standard Grant
Computational Methods for Equilibrium Problems with Micro-Level Data
微观数据平衡问题的计算方法
- 批准号:
0106880 - 财政年份:2001
- 资助金额:
$ 55.34万 - 项目类别:
Standard Grant
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