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

机译:基于copula的模糊区间随机规划法在水能源不确定系统规划中的应用。

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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.
机译:水和能源紧密联系并相互制约,这已成为制约城市发展的主要制约因素,水资源的供应受到限制,电力需求增加,环境容量受到限制。通过结合基于copula的随机规划,区间参数规划和模糊可能性规划,提出了一种基于copula的模糊区间随机规划方法。它既可以处理随机,区间和模糊信息,又可以反映中国河南省水能关系系统中存在的系统联合风险。研究了与不同的水资源可用性和电力消耗情景以及各种不确定性相关的一类copula。结果表明:a)水资源,电力需求和其他模块参数所采用的不确定性和情景可能会对未来的水能关系系统产生重大影响; b)在水资源短缺的情况下,与高水资源利用情况相比,燃煤发电的百分比可降低[1.8,2.6]%。在经济目标,水资源短缺,电力需求以及环境需求之间的冲突下,研究结果可以提供最佳的供电方案。

著录项

  • 来源
    《Energy》 |2020年第1期|117063.1-117063.10|共10页
  • 作者单位

    School of Water Conservancy Engineering Zhengzhou University Zhengzhou 450001 China Zhengzhou Key Laboratory of Water Resource and Environment Zhengzhou 450001 China Yellow River Institute for Ecological Protection & Regional Coordinated Development Zhengzhou University Zhengzhou 450001 China;

    School of Water Conservancy Engineering Zhengzhou University Zhengzhou 450001 China;

    State Key Laboratory of Stimulation and Regulation of Water Cycles in River Basins China Institute of Water Resources and Hydropower Research Beijing 100038 China;

    School of Environment Beijing Normal University Beijing 100875 China;

    Department of Civil and Environmental Engineering Brunei University London Uxbridge UB8 3PH United Kingdom;

    Institute for Energy Environment and Sustainable Communities University of Regina Regina Sask S4S 7H9 Canada;

    Sino-Canada Energy and Environmental Research Center North China Electric Power University Beijing 102206 China;

    Department of Water Conservancy Engineering North China University of Water Resources and Electric Power Zhengzhou 450046 China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Copula; Interaction; Joint risk; Uncertainty; Water-energy nexus system;

    机译:系词;相互作用;共同风险;不确定;水能联系系统;
  • 入库时间 2022-08-18 05:25:53

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