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Scheduling coordination of multiple production and utility systems in a multi-leader multi-follower Stackelberg game

机译:在多领导多追随者堆栈比赛中的多种生产和公用事业系统的调度协调

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摘要

Large industrial sites commonly contain multiple production and utility systems. In practice, integrated optimization is often not possible because the necessary complete information cannot be exchanged between the systems. Often, industrial sites optimize the operation of production and utility systems sequentially without any feedback, which leads to suboptimal operation. In this paper, we propose a method to coordinate between production and utility systems in a multi-leader multi-follower Stackelberg game. The proposed method does not require complete information exchange. The only information exchanged in one feedback loop is the energy demand and demand-dependent energy cost. In two case studies, the method reduces the total production cost by 7.6% and 3.4% compared to the common sequential optimization. These cost savings correspond to 84% and 88% of the potential cost savings by an integrated optimization. In summary, the proposed method reduces cost significantly, while only incomplete information is exchanged between production and utility systems.
机译:大型工业网站通常包含多种生产和公用设施系统。在实践中,综合优化通常是不可能的,因为在系统之间无法交换必要的完整信息。通常,工业部位顺序优化生产和公用设施的操作,没有任何反馈,导致次优运行。在本文中,我们提出了一种在多领导多追随器Stackelberg游戏中的生产和公用设施之间协调的方法。该方法不需要完整的信息交换。在一个反馈回路中交换的唯一信息是能源需求和需求相关的能源成本。在两种情况下,与常见顺序优化相比,该方法将总生产成本降低7.6%和3.4%。通过综合优化,这些成本节省的占节能率的84%和88%。总之,所提出的方法显着降低了成本,而在生产和公用设施系统之间只交换不完整的信息。

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  • 来源
    《Computers & Chemical Engineering》 |2021年第7期|107321.1-107321.13|共13页
  • 作者单位

    Institute of Technical Thermodynamics RWTH Aachen University Aachen 52056 Germany Energy & Process Systems Engineering Department of Mechanical and Process Engineering ETH Zurich Zurich 8092 Switzerland;

    Institute of Technical Thermodynamics RWTH Aachen University Aachen 52056 Germany;

    Institute of Technical Thermodynamics RWTH Aachen University Aachen 52056 Germany;

    Institute of Technical Thermodynamics RWTH Aachen University Aachen 52056 Germany;

    Institute of Technical Thermodynamics RWTH Aachen University Aachen 52056 Germany;

    Institute of Technical Thermodynamics RWTH Aachen University Aachen 52056 Germany Energy & Process Systems Engineering Department of Mechanical and Process Engineering ETH Zurich Zurich 8092 Switzerland Institute of Energy and Climate Research - Energy Systems Engineering (IEK-10) Forschungszentrum Julich GmbH julich 52425 Germany;

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

    Scheduling; Industrial site; Energy system; Optimization; Game theory; MILP;

    机译:安排;工业网站;能源系统;优化;博弈论;莫尔皮;

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