基于成本因果关系原则的需求响应支付与激励分配

IF 4.5 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Yi Zhang;Shuai Fan;Yan Meng;Guangyu He
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引用次数: 0

摘要

需求响应(DR)通过释放需求侧资源的灵活性,在促进可再生能源(RES)的整合方面发挥着重要作用。然而,现有DR项目的资金流不遵循成本因果原则(cost cause principle, CCP),无法提供长期、实质性的DR激励资金。因此,本文提出了一种基于客户定向负荷(CDL)的DR机制的支付和激励分配方法。首先,我们对现有DR项目的资金流动进行了全面调查,并总结了它们不符合CCP要求的原因。随后,提出了一个基于ccp的DR项目资金流动模型。为了快速、透明地量化支付比率,提出了有效能量转移的概念来评估潜在原因对灵活性需求的边际影响。在此基础上,提出了一种DR激励分配方法,使不同类型的DR客户按CDL相似度指数的比例获得无偏差的DR激励。同时,通过社会总福利最大化最优模型确定DR基金池的规模,并通过量身定制的贝叶斯优化算法快速求解。最后,通过算例验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Payment and Incentive Allocation in Demand Response Based on Cost Causation Principle
Demand response (DR) plays a significant role in facilitating the integration of renewable energy sources (RES) by unlocking the flexibilities of the demand-side resources. However, the fund flows in existing DR programs do not follow the cost causation principle (CCP), and hence fail to offer long-term and substantial DR incentive funds. Therefore, this paper proposes a payment and incentive allocation method for customer directrix load (CDL)-based DR mechanism. First, we conduct a comprehensive survey on the fund flows in existing DR programs and summarize the reasons why they fail to meet CCP requirements. Subsequently, a CCP-based fund flow model in DR programs is proposed. To rapidly and transparently quantify the payment ratios, the concept of effective energy shift is proposed to assess the marginal impact of the potential causers on flexibility demand. Furthermore, a DR incentive allocation method is proposed, where different types of DR customers receive the incentive in proportion to the CDL similarity index without bias. Meanwhile, the scale of DR fund pools is determined through a total social welfare maximization optimal model, which can be swiftly solved by a tailored Bayesian optimization algorithm. Finally, a case study is conducted and the results numerically verify the effectiveness of the proposed method.
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来源期刊
IEEE Transactions on Industry Applications
IEEE Transactions on Industry Applications 工程技术-工程:电子与电气
CiteScore
9.90
自引率
9.10%
发文量
747
审稿时长
3.3 months
期刊介绍: The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.
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