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首页> 外文期刊>Journal of Water Resources Planning and Management >Fuzzy Logic Spatial Decision Support System for Urban Water Management
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Fuzzy Logic Spatial Decision Support System for Urban Water Management

机译:城市用水管理的模糊逻辑空间决策支持系统

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摘要

Urban water management is a demanding decision-making environment where optimal planning presupposes a synthesis of heterogeneous information of high spatial resolution to ensure site-specific implementation. To assist the decision maker in this task, the development of spatial decision support systems (SDSS) with a distinct spatial character is considered sine qua non. The paper describes the development of a prototype SDSS supporting strategic planning, providing examples from a particular application in water demand management (WDM). A three-stage approach is developed and utilized: After an initial user-defined choice of strategies to be explored, the system produces suitability maps for each individual attribute of the strategies in question using type-1 and type-2 fuzzy inference systems. The results are aggregated using ordered weighted averaging, allowing for the incorporation of the decision maker's optimism in the final outcome. The last stage consists of an optimization procedure enabling the identification of an optimal composite strategy, from a water saving point of view, under user defined investment constraints. The results support the case of using SDSS based on approximate reasoning to complement engineering expertise for urban water management applications tailored to user characteristics and site-specific constraints.
机译:城市水管理是一个要求严格的决策环境,在该环境中,最佳规划必须以高空间分辨率的异构信息为前提,以确保特定地点的实施。为了帮助决策者完成这项任务,具有独特空间特征的空间决策支持系统(SDSS)的开发被认为是必要的。本文描述了支持战略规划的SDSS原型的开发,并提供了水需求管理(WDM)中特定应用的示例。开发并利用了一个三阶段方法:在对用户定义的策略进行了初始定义的选择之后,系统使用类型1和类型2模糊推理系统为所讨论策略的每个单独属性生成适用性图。使用有序加权平均对结果进行汇总,从而将决策者的乐观情绪纳入最终结果。最后一个阶段包括一个优化程序,该程序可以在用户定义的投资约束下从节水的角度确定最佳的复合策略。结果支持使用基于近似推理的SDSS来补充针对用户特征和特定地点限制的城市水管理应用的工程专业知识的情况。

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