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A copula-based fuzzy interval-random programming approach for planning water-energy nexus system under uncertainty

机译:一种基于Copula的模糊间隔随机编程方法,用于在不确定性下规划水能Nexus系统

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摘要

Water and energy are closely linked and restrict each other, which has become major restraints to urban development associated with constricted water resources availability, increased electricity demand and limited environmental capacity. In this study, a copula-based fuzzy interval-random programming method is proposed through integration of copula-based random programming, interval-parameter programming and fuzzy possibilistic programming. It can both handle random, interval and fuzzy information and reflect system joint-risk existing in the water-energy nexus system of Henan Province, China. A class of copulas associated with different water resources availability and electricity consumption scenarios as well as various uncertainties are examined. Results disclose that: a) uncertainties and scenarios employed to water resources, electricity demand and other module parameters can generate prominent impacts on future water-energy nexus system; b) the percentage of electricity by coal-fired power can decrease by [1.8, 2.6] % under low water resources availability scenario compared to high water resources availability scenario. Findings can provide optimal electricity-supply schemes under the conflicts among economic objective, water resources shortage and electricity demand as well as environmental requirement. (C) 2020 Elsevier Ltd. All rights reserved.
机译:水和能源密切相关并限制彼此,这已成为与收缩水资源可用性相关的城市发展的主要限制,电力需求增加和环境能力有限。在本研究中,通过集成基于Copula的随机编程,间隔参数编程和模糊可能性编程,提出了一种基于Copula的模糊间隔 - 随机编程方法。它可以处理随机,间隔和模糊信息,并反映中国河南省水能Nexus系统中存在的系统联合风险。检查了一类与不同的水资源可用性和电力消耗方案相关的共用金属件以及各种不确定性。结果披露:a)用于水资源,电力需求和其他模块参数的不确定性和情景,可以对未来的水能Nexus系统产生突出影响; b)与高水资源可用性情况相比,燃煤电力通过燃煤电力的电力百分比可以减少[1.8,2.6]%。调查结果可以在经济目标,水资源短缺和电力需求以及环境要求之间提供最佳的电力供应计划。 (c)2020 elestvier有限公司保留所有权利。

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