← 返回
基于连续松弛迭代法的柔性配电网分布式无功优化
Distributed Reactive Power Optimization for Flexible Distribution Networks With Successive Relaxation Iteration Method
| 作者 | Tao Zhang · Tianjiao Pu · Lei Dong · Xin Yuan · Yunfei Mu · Hongjie Jia |
| 期刊 | IEEE Transactions on Sustainable Energy |
| 出版日期 | 2024年9月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 多物理场耦合 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | 柔性软开关 有源配电网 分布式无功优化 交替方向乘子法 电压无功控制 |
语言:
中文摘要
柔性软常开点(SOP)接入主动配电网(ADNs)为电压与无功控制(VVC)提供了灵活的调节手段。针对互联网络扩展带来的集中式优化挑战,本文提出一种基于局部模型解耦与迭代交互的分布式协同无功优化策略。采用交替方向乘子法(ADMM),将全局优化问题分解为多个区域子问题,实现完全分布式的本地求解。通过嵌套松弛迭代与逐次线性逼近方法,有效处理整数变量与非凸问题,提升算法收敛性与计算效率。仿真基于改进的IEEE标准系统验证了所提方法的有效性。
English Abstract
The flexible soft open point (SOP) connected to active distribution networks (ADNs) offers a promising manner of improving voltage and VAR control (VVC) by providing flexible power regulation. Due to the expansion of interconnective networks, the centralized optimization method has recently faced various challenges. This paper thus proposes a novel distributed coordinated reactive power optimization strategy for SOP-based multiregional ADNs based on local model decoupling and iterative interactions. By applying the alternating direction method of multipliers (ADMM), the centralized VVC optimization problem is divided into several subproblems, allowing each area to optimize its local subproblem in a fully distributed manner. Multiple resources are thereby coordinated by the VVC, including both discrete and continuous devices. To ensure computability of both integer and non-convex problems, the relaxation iteration and successive linear approximation methods are nested to the ADMM framework, within this approach to allow ready solution to the distributed VVC optimization problem to be generated using a relaxation iterative algorithm, which significantly improves algorithm convergence and computational efficiency. The effectiveness of the proposed method is demonstrated in this work using a modified IEEE standard interconnection system.
S
SunView 深度解读
该分布式无功优化技术对阳光电源ST系列储能变流器和PowerTitan大型储能系统具有重要应用价值。文中提出的ADMM分布式协同优化策略可直接应用于多台储能变流器并联场景的无功功率协调控制,解决大规模储能电站集中式优化计算负担重、通信依赖高的问题。SOP柔性互联思想可启发阳光电源开发具备柔性功率路由功能的储能系统拓扑,结合连续松弛迭代算法优化ST变流器的电压-无功控制(VVC)策略,提升配电网电压支撑能力。该方法的分布式架构与iSolarCloud云平台的边缘计算理念高度契合,可增强储能系统在主动配电网中的自治协同能力,为构网型GFM控制提供更优的无功调度算法支撑。