浙江电力2024，Vol.43Issue(2)：13-24,12.DOI:10.19585/j.zjdl.202402002
基于ADMM的多区域直流系统完全分布式最优潮流算法
A fully distributed optimal power flow algorithm for multi-regional DC systems based on ADMM
摘要
Abstract
To address the scalability limitations of traditional centralized optimal power flow algorithms,a fully dis-tributed algorithm for solving optimal power flow in DC systems with large-scale distributed energy sources is pro-posed.Firstly,the non-convex optimal power flow model of DC systems is transformed into a second-order cone pro-gramming(SOCP)model using convex relaxation methods.Subsequently,a distributed algorithm based on the alter-nating direction method of multipliers(ADMM)is established to solve this model.The algorithm is then transformed by eliminating consensus variables into an improved fully distributed algorithm for optimal power flow in DC sys-tems.Finally,in simulation tests on enhanced IEEE 13-node and 118-node systems,the algorithm proved capable of achieving a globally optimal solution for optimal power flow in radial and ring DC systems.Notably,this was ac-complished without the necessity of a central coordinating unit to synchronize boundary consistency information across regions.Instead,the algorithm relies on parallel optimization within each region and the exchange of minimal boundary node information between adjacent regions.关键词
最优潮流/分布式优化/凸松弛/二阶锥规划/交替方向乘子法Key words
optimal power flow/distributed optimization/convex relaxation/SOCP/ADMM引用本文复制引用
叶清泉,吴明启,吴旭光,陈伟,高天乐,项基..基于ADMM的多区域直流系统完全分布式最优潮流算法[J].浙江电力,2024,43(2):13-24,12.基金项目
国网浙江省电力公司集体企业科技项目(2021-YF-PYCT-02) （2021-YF-PYCT-02）
