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Energy Management in an Islanded Microgrid: A Consensus Theory Approach

机译:孤岛微电网中的能源管理:共识理论方法

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This article presents a consensus based distributed energy management optimization algorithm for an islanded microgrid. With the rapid development of renewable energy and distributed generation (DG) energy management is becoming more and more distributed. To solve this problem a multi-agent system based distributed solution is designed in this work which uses lambda-iteration method to solve optimization problem. Moreover, the algorithm is fully distributed and transmission losses are also considered in the modeling process which enhanced the practicality of proposed work. Simulations are performed for different cases on 8-bus microgrid to show the effectiveness of algorithm. Moreover, a scalability test is performed at the end to further justify the expandability performance of algorithm for more advanced networks.
机译:本文提出了一种基于共识的孤岛微电网分布式能源管理优化算法。随着可再生能源和分布式发电(DG)的飞速发展,能源管理变得越来越分散。为了解决这一问题,本文设计了一种基于多智能体系统的分布式解决方案,该解决方案使用lambda迭代法解决了优化问题。此外,该算法是完全分布式的,并且在建模过程中还考虑了传输损耗,从而提高了建议工作的实用性。在8总线微电网上针对不同情况进行了仿真,以显示该算法的有效性。此外,最后进行了可扩展性测试,以进一步证明算法在更高级网络中的可扩展性。

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