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A Three Dimensional Fuzzy Methodology for River Flood Risk Analysis

机译:河流洪水风险分析的三维模糊方法

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The flood risk management practice deals with temporal or spatial variability of risk. However, there is a need to understand the dynamic characteristics of flood risk and its spatial variability in the same time. The new methodology, presented in this paper, is based on the use of fuzzy reliability theory. The two-dimensional (2-D) fuzzy set, with one dimension for the universe of discourse and the other dimension for its membership degree, is not sufficient to handle spatial and temporal variation of flood risk. This paper presents the development of a three dimensional (3-D) fuzzy set for the description of flood risk variability in space and time. The proposed methodology extends the partial flood damage concept to a 3-D representation. The flood risk is defined using three performance indices (i) a combined fuzzy reliability-vulnerability, (ii) fuzzy robustness and (iii) fuzzy resiliency. The fuzzy performance indices are computed for river flood risk analysis. The analysis is illustrated using the Red River flood of 1997 (Manitoba, Canada) as a case study. Dynamic maps present the fuzzy reliability indices and provide additional decision support for (a) land use planning, (b) selection of appropriate flood mitigation strategies, (c) planning emergency management measures, (d) selecting an appropriate construction technology for flood prone areas, and (e) flood insurance.
机译:洪水风险管理实践涉及风险的时间或空间可变性。但是,需要同时了解洪水风险的动态特征及其空间变异性。本文提出的新方法是基于模糊可靠性理论的。二维(2-D)模糊集,其中一维用于话语范围,另一维用于其隶属度,不足以处理洪水风险的时空变化。本文介绍了用于描述时空洪水风险可变性的三维(3-D)模糊集的开发。所提出的方法将局部洪水破坏的概念扩展为3D表示。洪水风险是使用三个性能指标定义的:(i)组合的模糊可靠性-脆弱性,(ii)模糊鲁棒性和(iii)模糊弹性。计算模糊绩效指标用于河流洪水风险分析。以1997年的红河洪水(加拿大曼尼托巴省)为例,对分析进行了说明。动态地图显示了模糊的可靠性指标,并为以下方面提供了额外的决策支持:(a)土地使用规划,(b)选择适当的防洪策略,(c)规划应急管理措施,(d)为易发洪水地区选择适当的施工技术,以及(e)洪水保险。

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