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光伏发电技术 ★ 5.0

基于加速对偶上升的高比例光伏配电网协调电压控制

Accelerated Dual Ascent-Based Coordinated Voltage Control for PV-Rich Distribution Network

作者 Yong Li · Xiren Zhang · Yanjian Peng · Can Wang · Yijia Cao · Ling Liu
期刊 IEEE Transactions on Industry Applications
出版日期 2025年9月
技术分类 光伏发电技术
相关度评分 ★★★★★ 5.0 / 5.0
关键词 分布式光伏 电压控制 加速对偶上升法 分布式算法 实时响应
语言:

中文摘要

随着分布式光伏(PV)在配电网中的渗透率不断提高,时变的光伏发电可能会导致严重的电压问题。利用光伏逆变器的无功容量进行电压调节,为缓解传统无功补偿装置的局限性提供了一种可行的解决方案。本文针对高光伏渗透率的配电网,提出了一种基于在线加速对偶上升法(ADAM)的电压控制策略。首先,将电压控制问题表述为一个凸二次优化问题,在考虑电压和无功输出容量运行约束的条件下,维持光伏节点的电压在允许范围内。然后,提出采用ADAM以分布式方式求解该优化问题。通过在传统对偶上升法(DAM)中加入加速算法,所提方法能够实现较快的收敛速度。在分布式算法中,每个代理仅收集相邻节点信息,无需全局通信,从而可有效降低计算和通信的复杂度。此外,该控制策略利用实时电压测量值,能够对典型的日电压变化(如午间电压升高和夜间电压降低)做出快速响应。通过在高光伏渗透率的IEEE 123节点测试系统和中国某典型农村配电网中的仿真,验证了所提方法的有效性和优越性。

English Abstract

With the increasing penetration of distributed photovoltaic (PV) in distribution network, time-varying PV generation may result in severe voltage problems. Utilizing the reactive power capacity of PV inverters to regulate voltage offers a viable solution to mitigate the limitations of traditional reactive power compensators. This paper proposes an online accelerated dual ascent method (ADAM) based voltage control strategy for a distribution network with rich PV. The voltage control problem is initially formulated as a convex quadratic optimization problem to maintain the permissible voltage profiles of the PV nodes with the operation constraint on voltage and reactive power output capacity. Then, the ADAM is proposed to solve the optimization problem in a distribution manner. The proposed method can achieve a fast convergence speed by adding the accelerated algorithm to the traditional dual ascent method (DAM). In the distributed algorithm, each agent only collects neighbor information without global communication, thus, the complexity of computation and communication can be alleviated effectively. Moreover, the control strategy leverages real-time voltage measurements to respond promptly to typical daily voltage variations—such as midday voltage rise and nighttime voltage drop. The efficiency and superiority of the proposed method are validated through simulations on the IEEE 123-bus test system with high penetration of PV and a representative rural distribution network in China.
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SunView 深度解读

该加速对偶上升协调电压控制技术对阳光电源SG系列光伏逆变器的无功调节功能具有重要应用价值。研究提出的分布式凸优化求解方法可直接集成到逆变器的本地控制器中,通过快速响应算法实现多台逆变器间的协调无功调控,有效解决高比例光伏接入导致的电压越限问题。该技术可与阳光电源现有MPPT算法协同工作,在保证最大功率跟踪的同时优化无功输出,提升电压质量。同时,该方法的分布式架构与良好可扩展性契合iSolarCloud云平台的智能运维需求,可为大规模光伏电站提供实时电压管控方案,增强电网友好性与系统鲁棒性。