Distributed Dispatching Optimization based on Consistency Theory for Smart Grid

Pengpeng Lyu, Q. Bu, Ye Guo, Fei Luo
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Abstract

The energy management issue of a smart grid is the key to the efficient and stable operation of a smart grid. Due to the large number of distributed energy sources connected, the centralized dispatch method is no longer applicable, and the smart grid uses distributed algorithms for dispatch. In this paper, based on modeling and analysis of the smart grid dispatch problem, the distributed dispatch algorithm is designed by combining the consistency theory in multi-intelligent body systems. First, the distributed scheduling algorithm is designed under ideal communication conditions. Then, the correctness of the algorithm is verified in the MATLAB simulation platform under two conditions without considering the generator set output constraint and considering the generator set output constraint. The analysis of the study simulation results shows that the optimal solution of the scheduling problem is obtained when the marginal costs of the generation equipment converge consistently.
基于一致性理论的智能电网分布式调度优化
智能电网的能源管理问题是智能电网高效稳定运行的关键。由于大量分布式能源的接入,集中式调度方法已不再适用,智能电网采用分布式算法进行调度。本文在对智能电网调度问题建模分析的基础上,结合多智能体系统中的一致性理论,设计了分布式调度算法。首先,设计了理想通信条件下的分布式调度算法。然后,在不考虑发电机组输出约束和考虑发电机组输出约束两种条件下,在 MATLAB 仿真平台上验证了算法的正确性。对研究仿真结果的分析表明,当发电设备的边际成本一致收敛时,调度问题就得到了最优解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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