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Fair P2P energy trading between residential and commercial multi-energy systems enabling integrated demand-side management

机译:在住宅和商业多能源系统之间进行公平的P2P能源交易,实现集成的需求侧管理

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摘要

Enabling P2P energy trading among prosumers (both producers and consumers) is a promising paradigm in the decentralized energy era. It is important to design a fair pricing strategy for energy trading; however, it leads to a complicated problem particularly when multi-energy systems participating the energy trading. This study proposes a trading aiding tool, which is based on a Nash-type non-cooperative game model between residential and commercial prosumers with guaranteed trading fairness. The model is generalized considering commonly used energy supply technologies and various demand-side management measures. The energy cost for both residential and commercial prosumers can be minimized with fair pricing strategies for both electricity and heating trading. Compared to previous research, this study presents a more concise solution to determine the fair prices for multi-energy trading. Through the McCormick relaxation, the complex problem is linearized as a Mixed Integer Linear Programming (MILP) model with significant improvement on computational efficiency. A case study is conducted in Shanghai, China, where a community is modeled as the residential prosumer and connected to the commercial prosumer including three commercial buildings. The results indicate that compared to two prosumers standing alone, enabling energy trading with fairness can achieve 4.9% cost saving; the fair-trading prices for electricity and heating are 0.090 $/kWh(e) and 0.015 $/kWh(h), respectively. Overall, this study proposes an efficient tool to provide insights into optimal infrastructure designs, and further quantify the fair pricing and schedule of demand response during P2P energy trading.
机译:在去中心化能源时代,在生产者和生产者(生产者和消费者)之间实现P2P能源交易是一种有前途的范例。为能源交易设计公平的定价策略很重要;但是,这导致了一个复杂的问题,特别是当多能源系统参与能源交易时。这项研究提出了一种交易辅助工具,该工具基于住宅和商业生产者之间的纳什(Nash)型非合作博弈模型,具有保证交易公平性。考虑到常用的能源供应技术和各种需求侧管理措施,对模型进行了概括。住宅和商业生产者的能源成本可以通过电力和供热交易的公平定价策略最小化。与以前的研究相比,本研究提出了一种更为简洁的解决方案,以确定多能源交易的公平价格。通过McCormick弛豫,可以将复杂问题线性化为混合整数线性规划(MILP)模型,从而大大提高了计算效率。在中国上海进行了案例研究,其中一个社区被建模为住宅生产者,并与包括三座商业建筑物的商业生产者相连。结果表明,与两个独立生产者相比,公平进行能源交易可以节省4.9%的成本;电力和供热的公平交易价格分别为0.090 $ / kWh(e)和0.015 $ / kWh(h)。总体而言,这项研究提出了一种有效的工具,可提供对最佳基础设施设计的见解,并进一步量化P2P能源交易期间的公平定价和需求响应时间表。

著录项

  • 来源
    《Applied Energy》 |2020年第15期|1312-1328|共17页
  • 作者

  • 作者单位

    Chinese Acad Sci Quanzhou Inst Equipment Mfg Haixi Inst Jinjiang Peoples R China|Imperial Coll London Dept Chem Engn London England;

    Xiamen Univ Coll Energy Xiamen Peoples R China;

    Chinese Acad Sci Quanzhou Inst Equipment Mfg Haixi Inst Jinjiang Peoples R China|Univ Chinese Acad Sci Beijing 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

    Multi-energy system; P2P energy trading; Demand response; Demand-side management; Game theory; McCormick envelopes;

    机译:多能源系统;P2P能源交易;需求响应;需求方管理;博弈论;麦考密克信封;

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