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On the use of risk-based Shapley values for cost sharing in interplant heat integration programs

机译:关于使用基于风险的Shapley值在工厂间热集成计划中进行成本分摊

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摘要

The heat exchanger network (HEN) is traditionally used for optimal heat recovery in a single chemical plant, while the multi-plant counterparts have been studied in recent years primarily for the purpose of reaping additional overall energy savings. Since all these works focused primarily upon minimization of the total energy cost, the resulting interplant heat integration arrangements were often infeasible due to the fact that the individual savings are not always acceptable to all participating parties. Although a few studies addressed this cost sharing issue, the existing methodologies are still not mature enough for realistic applications. The present paper outlines a rigorous model-based two-stage procedure to handle this practical problem in the spirit of a cooperative game. The minimum total annual cost (TAC) of each and every potential coalition was first determined with a conventional MINLP model, while the core and the risk-based Shapley values of all players were then computed with explicit formulas derived in this work to settle the benefit allocation issues. A simple example is presented at the end of this paper to demonstrate the feasibility of the proposed approach.
机译:传统上,热交换器网络(HEN)用于单个化工厂中的最佳热回收,而近年来,针对多工厂同行的研究主要是为了获得额外的整体节能效果。由于所有这些工作主要集中在最大程度地降低总能源成本上,因此,由于个人节省并不总是被所有参与方接受的事实,因此最终的工厂间热集成安排通常是不可行的。尽管一些研究解决了此成本分摊问题,但是现有方法仍不足以用于实际应用。本文概述了一种基于模型的严格两阶段过程,本着合作游戏的精神来处理此实际问题。首先使用常规的MINLP模型确定每个潜在联盟的最低年度总成本(TAC),然后使用此工作中衍生的显式公式计算所有参与者的核心和基于风险的Shapley值,以实现收益分配问题。本文末尾提供了一个简单的示例,以证明该方法的可行性。

著录项

  • 来源
    《Applied Energy》 |2018年第1期|904-920|共17页
  • 作者单位

    East China Univ Sci & Technol, Key Lab Adv Control & Optimizat Chem Proc, Minist Educ, Shanghai 200237, Peoples R China;

    Natl Cheng Kung Univ, Dept Chem Engn, Tainan 70101, Taiwan;

    East China Univ Sci & Technol, Key Lab Adv Control & Optimizat Chem Proc, Minist Educ, Shanghai 200237, Peoples R China;

    East China Univ Sci & Technol, Key Lab Adv Control & Optimizat Chem Proc, Minist Educ, Shanghai 200237, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Total-site heat integration; Heat exchanger network; Cooperative game; Shapley value; Shutdown risk;

    机译:全站热集成换热网络合作博弈Shapley值停机风险;
  • 入库时间 2022-08-18 00:07:29

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