Asynchronous Communication-Based Distributed Control Strategy for ON/OFF State Thermostatically Controlled Loads

IF 8.6 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Smart Grid Pub Date : 2024-08-14 DOI:10.1109/TSG.2024.3443062
Zhen-Wei Yu;Li Ding;Qiao Lin;Shi-Rong Zhang;Zhi-Wei Liu
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Abstract

Thermostatically controlled loads (TCLs) obtain significant potential for providing auxiliary services to the power grid. Aggregators typically utilize centralized strategies when implementing direct load control (DLC) to manage TCLs, but these strategies consume substantial communication resources when dealing with large-scale TCLs. This paper proposes a distributed control strategy for ON/OFF state TCLs to alleviate the aggregator’s communication burden. The concept of temperature-based priority is introduced to ensure fair scheduling among TCLs. TCLs can determine their priority order in the cluster by communicating with neighboring TCLs and locally decide their operation states to achieve reference power tracking. A sub-priorities splitting method is introduced to further enhance power tracking accuracy. Furthermore, the proposed strategy utilizes an asynchronous communication mechanism in the coordination process, making it highly suitable for practical implementation. The study conducts numerical simulations and semi-physical experiments to validate the practical feasibility of the proposed strategy. The results conclusively demonstrate that the proposed strategy can effectively achieve accurate reference power tracking by the TCLs cluster.
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基于异步通信的开/关状态恒温负载分布式控制策略
恒温控制负载(tcl)在为电网提供辅助服务方面具有巨大的潜力。在实现直接负载控制(DLC)时,聚合器通常使用集中式策略来管理tcl,但在处理大规模tcl时,这些策略消耗了大量的通信资源。为了减轻聚合器的通信负担,提出了一种ON/OFF状态tcl的分布式控制策略。引入了基于温度的优先级概念,以确保tcl之间的公平调度。tcl可以通过与相邻tcl通信来确定其在集群中的优先级顺序,并在本地确定其运行状态,从而实现参考功率跟踪。为了进一步提高功率跟踪精度,引入了一种分优先级的方法。此外,该策略在协调过程中采用了异步通信机制,使其非常适合于实际实现。通过数值模拟和半物理实验验证了所提策略的实际可行性。结果表明,该策略可以有效地实现TCLs簇的精确参考功率跟踪。
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来源期刊
IEEE Transactions on Smart Grid
IEEE Transactions on Smart Grid ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
22.10
自引率
9.40%
发文量
526
审稿时长
6 months
期刊介绍: The IEEE Transactions on Smart Grid is a multidisciplinary journal that focuses on research and development in the field of smart grid technology. It covers various aspects of the smart grid, including energy networks, prosumers (consumers who also produce energy), electric transportation, distributed energy resources, and communications. The journal also addresses the integration of microgrids and active distribution networks with transmission systems. It publishes original research on smart grid theories and principles, including technologies and systems for demand response, Advance Metering Infrastructure, cyber-physical systems, multi-energy systems, transactive energy, data analytics, and electric vehicle integration. Additionally, the journal considers surveys of existing work on the smart grid that propose new perspectives on the history and future of intelligent and active grids.
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