基于粒子群优化和无线通信的微电网能量管理系统

Mohammad. Y. Ali, Faizan Khan, V. Sood
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引用次数: 6

摘要

在并网和孤岛运行模式下,需要一个能量管理系统(EMS)来控制微电网的功率流,并使发电与负荷相匹配。需要一种优化算法来最小化从电网中获取的能量的成本,在电网中产生的能量和负载消耗的能量。本文采用了一种基于粒子群优化算法(PSO)的优化算法。并网和孤岛运行模式的实例研究证明了优化算法的有效性。此外,由于EMS控制中心通常位于远离微电网的位置,因此需要一个通信系统来在EMS控制中心的主控制器和各种发电机的本地控制器之间交换信息。开发了一个低成本的通信系统,以证明主控制器和本地控制器之间所需通信信道的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy Management System of a Microgrid using Particle Swarm Optimization and Wireless Communication System
An Energy Management System (EMS) is required to control the flow of power and match generation with the load within a microgrid during grid-connected and islanded modes of operation. An optimisation algorithm is needed to minimise the cost of the energy drawn from the grid, generated within the grid and consumed by the loads. In this paper, an optimisation algorithm based on Particle Swarm Optimisation (PSO) algorithm is used. Case studies with grid-connected and islanded modes of operation demonstrate the effectiveness of the optimisation algorithm. Also, since the EMS Control Centre is normally at a remote location from the microgrid, a communication system is needed to exchange information between the Master Controller of the EMS Control Centre and the Local Controllers of the various generators. A low-cost communication system has been developed to demonstrate the feasibility of the communication channel required between the Master Controller and the Local Controllers.
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