Luyang Hou, Yuanliang Li, Jun Yan, Yuhong Liu, Mohsen Ghafour, Li Wang, Peng Zhang
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This study addresses challenges arising from prosumers’ selfishness and asymmetric preferences by proposing a PET-oriented iterative double auction (IDA-PET) design, where prosumers are allowed to iteratively change the bids before the auctioneer clears the market. Moreover, IDA-PET accommodates system capacity constraints, energy balance, and economic constraints, providing cooperative strategies for both prosumers and the auctioneer. To validate the effectiveness of IDA-PET, a novel and dedicated co-simulation platform based on the hierarchical engine for large-scale infrastructure co-simulation platform is developed and case studies are conducted within a residential microgrid. 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引用次数: 0
摘要
分组能源将能源封装成调制、可路由和可跟踪的能源包,提高了管理分布式能源资源的灵活性,并加快了能源消费者参与交易型能源市场的速度。在分组能源交易(PET)的背景下,能源消费者自然被视为寻求自身利益的利己主义者。为了与消费者的需求、供应、服务质量(QoS)和系统级社会福利保持一致,有必要在考虑消费者的效用和对市场的最佳需求响应的基础上,探索消费者投标策略和市场清算方法的设计。本研究提出了一种面向 PET 的迭代双重拍卖(IDA-PET)设计,允许消费者在拍卖人清算市场之前迭代改变出价,从而解决了消费者的自私性和不对称偏好带来的挑战。此外,IDA-PET 还考虑了系统容量限制、能源平衡和经济限制,为消费者和拍卖者提供了合作策略。为了验证 IDA-PET 的有效性,我们开发了基于大型基础设施协同仿真平台分层引擎的新型专用协同仿真平台,并在住宅微电网中进行了案例研究。仿真结果表明,IDA-PET 可以有效提高拍卖市场的收益,同时满足消费者的服务质量要求。
A novel iterative double auction design and simulation platform for packetized energy trading of prosumers in a residential microgrid
Packetized energy encapsulates energy into modulated, routable, and trackable energy packets, enhancing the flexibility of managing distributed energy resources and expediting prosumers’ participation in transactive energy markets. In the context of packetized energy trading (PET), energy prosumers are naturally deemed as self-interested agents seeking to obtain their own benefits. To align with prosumers’ demand, supply, quality of service (QoS), and system-level social welfare, it is necessary to explore the design of prosumers’ bidding strategies and the market clearing methods, considering prosumers’ utility and the best demand response to markets. This study addresses challenges arising from prosumers’ selfishness and asymmetric preferences by proposing a PET-oriented iterative double auction (IDA-PET) design, where prosumers are allowed to iteratively change the bids before the auctioneer clears the market. Moreover, IDA-PET accommodates system capacity constraints, energy balance, and economic constraints, providing cooperative strategies for both prosumers and the auctioneer. To validate the effectiveness of IDA-PET, a novel and dedicated co-simulation platform based on the hierarchical engine for large-scale infrastructure co-simulation platform is developed and case studies are conducted within a residential microgrid. The simulation results demonstrate that IDA-PET can efficiently enhance the revenue of the auction market while meeting prosumers’ QoS requirements.