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An inexact inventory-theory-based chance-constrained programming model for solid waste management

机译:基于不精确库存理论的机会约束编程模型用于固体废物管理

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摘要

In this study, an inexact inventory-theory-based chance-constrained programming (IICP) model is proposed for planning waste management systems. The IICP model is derived through introducing inventory theory model into a general inexact chance-constrained programming framework. It can not only tackle uncertainties presented as both probability distributions and discrete intervals, but also reflect the influence of inventory problem in decision-making problems. The developed method is applied to a case study of long-term municipal solid waste (MSW) management planning. Solutions of total waste allocation, waste allocation batch and waste transferring period associated different risk levels of constraint violation are obtained. The results can be used to identify inventory-based MSW management planning with minimum system cost under various constraint-violation risks. Compared with the ICP model, the developed IICP model can more actually reflect the complexity of MSW management systems and provide more useful information for decision makers.
机译:在这项研究中,提出了一个不精确的基于库存理论的机会约束规划(IICP)模型,用于规划废物管理系统。 IICP模型是通过将库存理论模型引入一般不精确的机会受限编程框架中而得出的。它不仅可以解决以概率分布和离散区间表示的不确定性,而且可以反映库存问题在决策问题中的影响。所开发的方法应用于长期城市固体废物(MSW)管理规划的案例研究。得出了总废物分配,废物分配批次和废物转移期与约束违约的不同风险水平相关联的解决方案。结果可用于识别在各种违反约束风险下具有最小系统成本的基于清单的MSW管理计划。与ICP模型相比,已开发的IICP模型可以更实际地反映城市生活垃圾管理系统的复杂性,并为决策者提供更多有用的信息。

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  • 作者单位

    Environmental Systems Engineering Program, Faculty of Engineering and Applied Science, University of Regina, Regina, SK S4S 0A2, Canada;

    Environmental Systems Engineering Program, Faculty of Engineering and Applied Science, University of Regina, Regina, SK S4S 0A2, Canada;

    School of Urban Construction, Hebei University of Engineering, Handan 056038, Hebei, China;

    S-C Energy and Environmental Research Academy, North China Electric Power University, Beijing 102206, China,Institute for Energy, Environment and Sustainable Communities, University of Regina, Regina, SK S4S 0A2, Canada;

    MOE Key Laboratory of Regional Energy and Environmental Systems Optimization, Resources and Environmental Research Academy, North China Electric Power University, Beijing 102206, China;

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

    Inventory; Uncertainty; Interval; Chance-constrained programming; Waste management;

    机译:库存;不确定;间隔;机会受限的编程;废物管理;

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