Distributed multi-area load flow for multi-microgrid systems

被引:19
|
作者
Zheng, Weiye [1 ]
Wu, Wenchuan [2 ]
机构
[1] Univ Hong Kong, Dept Elect & Elect Engn, Pokfulam Rd, Hong Kong, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, Room 3-120,West Main Bldg, Beijing 100084, Peoples R China
基金
美国国家科学基金会;
关键词
load flow; distributed power generation; investment; distribution networks; iterative methods; active distribution networks; distributed generators; general DLF algorithm; nonconvex LF model; multimicrogrid systems; second-order conic LF problem; regional LF subproblem; specific LF problem structure; IEEE 69-bus distribution system; fixed-point iteration-based DLF method; distribution network investment businesses; distributed multiarea load flow calculation method; operational independence; LF algorithm; convergence problems; modified alternating direction method of multipliers; asymmetric decomposition; partial boundary penalty relaxation; OPTIMAL POWER-FLOW; CONVEX RELAXATION; NEWTON-RAPHSON; ALGORITHM;
D O I
10.1049/iet-gtd.2018.6220
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to deregulation of distribution network investment businesses, geographically divided microgrids may be owned and operated by different entities. In this study, distributed multi-area load flow (LF) calculation method that can preserve the operational independence of each entity is necessary. However, conventional fixed-point iteration-based distributed LF (DLF) algorithm may encounter convergence problems in active distribution networks integrated with high penetration of distributed generators (DGs). In this work, the authors propose a more general and novel DLF algorithm to better accommodate the integration of DGs. In this algorithm, the original non-convex LF model for multi-microgrid systems is convexified into a second-order conic LF problem and then decomposed into a regional LF subproblem using a modified alternating direction method of multipliers (ADMM). The conventional ADMM is enhanced by asymmetric decomposition and partial boundary penalty relaxation with regard to the specific LF problem structure to accelerate the convergence procedure. Numerical tests on an IEEE 69-bus distribution system and a 345-bus system show that the proposed method outperforms the fixed-point iteration-based DLF method.
引用
收藏
页码:327 / 336
页数:10
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