高强, 何启晨, 李扬, 罗姚钢, 周健, 周丹, 蒋达. 基于FDADMM算法的多元融合高弹性有源配电网灵活互动方法[J]. 智慧电力, 2024, 52(6): 23-30.
引用本文: 高强, 何启晨, 李扬, 罗姚钢, 周健, 周丹, 蒋达. 基于FDADMM算法的多元融合高弹性有源配电网灵活互动方法[J]. 智慧电力, 2024, 52(6): 23-30.
GAO Qiang, HE Qi-chen, LI Yang, LUO Yao-gang, ZHOU Jian, ZHOU Dan, JIANG Da. Flexible Interaction Method of Multi-factor Integrated High Elastic Active Distribution Network based on FDADMM Algorithm[J]. Smart Power, 2024, 52(6): 23-30.
Citation: GAO Qiang, HE Qi-chen, LI Yang, LUO Yao-gang, ZHOU Jian, ZHOU Dan, JIANG Da. Flexible Interaction Method of Multi-factor Integrated High Elastic Active Distribution Network based on FDADMM Algorithm[J]. Smart Power, 2024, 52(6): 23-30.

基于FDADMM算法的多元融合高弹性有源配电网灵活互动方法

Flexible Interaction Method of Multi-factor Integrated High Elastic Active Distribution Network based on FDADMM Algorithm

  • 摘要: 针对现有交替方向乘子法(ADMM)无法实现完全分布式计算的难题,将对数障碍函数法和虚拟智能体与ADMM结合提出了1种改进的完全分布式交替方向乘子法(FDADMM),并且研究了其在考虑需求响应的有源配电网经济调度中的应用,提出了1种源-荷-储协同的有源配电网优化配置方案。最后采用某IEEE14节点的有源配电网系统进行仿真分析,仿真结果验证了所提算法相对于其他方法的的可行性和优越性,并在某57节点的有源配电网中验证了有源配电网优化配置方案的有效性。

     

    Abstract: Aiming at the problem that existing alternating direction method of multipliers(ADMM)cannot achieve fully distributed computing,an improved ADMM algorithm with fully distributed characteristics(FDADMM)is proposed by combining logarithmic barrier function method and virtual agent with ADMM algorithm. Its application in economic dispatch considering demand response is studied. An active distribution network optimization configuration scheme of source-load-storage collaboration is proposed. Finally, an IEEE 14-node active distribution network system is used for simulation analysis. The simulation results verify the feasibility and superiority of the proposed algorithm compared with other methods, and the effectiveness of the optimal configuration scheme of active distribution network is verified in 57-node active distribution network.

     

/

返回文章
返回