基于admm的微电网分布式能源管理系统

C. P. Guzman, J. López, Gabriela Sanchez, Lucas Zenichi Terada, M. J. Rider, L. C. P. Silva
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引用次数: 1

摘要

由于其灵活性、可靠性、效率以及将分布式能源(DERs)集成到电力系统中的可能性,人们对微电网的兴趣迅速增加。微电网的充分运行是基于对分布式电源的最佳管理。微电网的能量管理一般以集中控制为基础,由一个中央协调器对微电网与电力系统之间的能量交换进行管理。然而,在过去几年中,分布式能源管理控制方法(dem)引起了人们的关注。本文提出了一种微电网分布式能源管理策略,在该策略中,分布式分布式电源的优化协调旨在使运行成本最小化。首先,提出了一种基于集中控制的数学规划模型。然后,采用交替方向乘法器(ADMM)算法对模型进行分布。所提出的案例研究证明了ADMM在dem中实现最优解的有效性。
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An ADMM-based Distributed Energy Management System for Microgrids
The interest in microgrids has increased at a rapid pace due to their flexibility, reliability, efficiency, and the possibility of the integration of distributed energy resources (DERs) into the power system. An adequate operation of a microgrid is based on optimal management of the DERs. The energy management of a microgrid is generally based on centralized control, in which a central coordinator manages the energy exchanged between the microgrid and the power system. Nevertheless, in the last few years, distributed control methods for energy management (DEMS) have garnered attention. This paper proposes a distributed energy management strategy for a microgrid, in which the DERs are optimally coordinated, aiming to minimize operational costs. Initially, a mathematical programming model based on centralized control for the management of DERs is presented. Then, the model is distributed using the alternating direction method of multipliers (ADMM) algorithm. The proposed case studies demonstrate the effectiveness of the ADMM to achieve an optimal solution in a DEMS.
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