S. Ramírez-Marín, J. Oyuela-Ocampo, Alejandro Garcés-Ruiz
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引用次数: 0
摘要
本文介绍了主动配电网中能源资源电力聚合器的物联网(IoT)架构。本文对两种算法进行了评估和比较:集中式控制和分散式控制。前者基于需求的实时估算和后续优化。后者基于交替方向乘法(ADMM)。这两种算法都在一个物联网平台上进行了评估,该平台由基于 Raspberry Pi 技术的一系列小型单板计算机上实施的代理组成,代理与模拟电网的集中式计算机相连。考虑到通信的影响,该平台可对算法进行实际评估。主电网采用准动态模拟,考虑了电力损耗和基于逆变器的可再生资源的动态变化。这种类型的仿真在此应用中可视为实时仿真。事实证明,该平台非常灵活,能真实反映聚合器在配电网络中实施时可能面临的实际问题。
Power aggregator in active distribution networks using IoTv
This paper presents an Internet of Things (IoT) architecture for a power aggregator of energy resources in active distribution networks. Two types of algorithms are evaluated and compared: centralized and decentralized control. The former is based on real-time estimation of the demand and subsequent optimization. The latter is based on the Alternating Direction Method of Multipliers (ADMM). Both algorithms were evaluated on an IoT platform consisting of agents implemented on a series of small single-board computers based on Raspberry Pi technology, connected to a centralized computer that emulates the grid. This platform allows realistic evaluation of the algorithms, considering the effects of communication. The main grid considers power losses and the dynamics of inverter-based renewable resources using quasi-dynamic simulation. This type of simulation can be considered real-time for this application. The platform is demonstrated to be flexible and provides a real view of the practical problems that aggregators may face when implementing them in a power distribution network.