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Community Pool Model for Active-Hour Appliance Management: A Multiround ADMM Approach
IEEE Transactions on Smart Grid ( IF 8.6 ) Pub Date : 9-13-2022 , DOI: 10.1109/tsg.2022.3206147
Shitikantha Dash 1 , Ranjana Sodhi 1 , Balwinder Sodhi 2
Affiliation  

This paper proposes a decentralised pool-based local market model for a small energy community, intended to operate in parallel with an existing energy market, to manage the unscheduled active-hour (AH) appliances without violating the day-ahead nodal price of the community. The paper defines and targets this specific class of appliances with a two-stage iterative model. Stage-I calculates tentative AH sellers’ schedule and the clearing price to cater the unscheduled AH buyers’ needs. After getting the consensus from the AH sellers, Stage-II clears the pool. In every iteration, multiple rounds of information exchange ensure the maximisation of community-wide social-welfare in the binary-controlled AH resources’ pool. The proposal is tested on the MATLAB platform with Gurobi solver using the Pecan-street’s NewYork dataset, and reveals that the application of the proposed model has a superior appliance management performance in a stringent demand response scenario.

中文翻译:


活跃时间设备管理的社区池模型:多轮 ADMM 方法



本文提出了一种针对小型能源社区的基于分散池的本地市场模型,旨在与现有能源市场并行运行,在不违反社区日前节点价格的情况下管理计划外活跃时间(AH)设备。本文通过两阶段迭代模型定义并针对这一特定类别的设备。第一阶段计算暂定AH卖家的日程和清算价格,以满足未安排的AH买家的需求。在得到AH卖家的共识后,第二阶段清理池子。在每次迭代中,多轮信息交换保证了二元控制的AH资源池中社区社会福利的最大化。该提案在 MATLAB 平台上使用 Pecan-street 的 NewYork 数据集和 Gurobi 求解器进行了测试,结果表明该模型的应用在严格的需求响应场景中具有卓越的设备管理性能。
更新日期:2024-08-26
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