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控制与算法
★ 5.0
基于机会约束优化的增量Volt/Var控制方法在配电网络中的应用
Incremental Volt/Var Control for Distribution Networks via Chance-Constrained Optimization
| 作者 | Antonin Colot · Elisabetta Perotti · Mevludin Glavic · Emiliano Dall'Anese |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2025年5月 |
| 技术分类 | 控制与算法 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 增量伏/var控制 逆变器接口分布式发电 机会约束优化 连续凸近似法 电压控制 |
语言:
中文摘要
本文针对高比例接入逆变器型分布式电源(如光伏系统)的配电系统,提出一种增量式电压/无功控制方案。该增量式电压/无功控制器的目标是在尽可能确保电压处于安全范围内的同时,最小化无功功率的使用。为此,通过求解一个机会约束优化问题来确定增量式电压/无功控制器的参数,其中约束条件旨在确保电压越限发生的频率不超过预先设定的概率。这种方法能够以可控、可预测的方式实现成本节约,同时避免出现严重的过电压或欠电压问题。采用逐次凸近似法求解所提出的机会约束问题。一旦将控制增益发送至逆变器,由于控制器在逆变器处进行本地实施,无需额外的通信。所提出的方法在低压单相42节点网络和三相不平衡的IEEE 123节点测试系统上进行了成功测试。
English Abstract
This paper considers an incremental Volt/Var control scheme for distribution systems with high integration of inverter-interfaced distributed generation (such as photovoltaic systems). The incremental Volt/Var controller is implemented with the objective of minimizing reactive power usage while maintaining voltages within safe limits sufficiently often. To this end, the parameters of the incremental Volt/Var controller are obtained by solving a chance-constrained optimization problem, where constraints are designed to ensure that voltage violations do not occur more often than a pre-specified probability. This approach leads to cost savings in a controlled, predictable way, while still avoiding significant over- or under-voltage issues. The proposed chance-constrained problem is solved using a successive convex approximation method. Once the gains are broadcast to the inverters, no additional communication is required since the controller is implemented locally at the inverters. The proposed method is successfully tested on a low voltage single-phase 42-node network and on the three-phase unbalanced IEEE 123-node test system.
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SunView 深度解读
该增量Volt/Var控制技术对阳光电源SG系列光伏逆变器和ST储能变流器的无功协调控制具有重要应用价值。机会约束优化框架可直接集成到iSolarCloud云平台的智能调度模块,实现分布式光伏集群的实时无功调节。增量更新机制与阳光电源逆变器的快速响应特性高度契合,可降低IGBT/SiC器件的开关动作频次,延长功率模块寿命。该方法处理不确定性的能力可优化PowerTitan储能系统在高渗透率光伏场景下的电压支撑策略,通过概率约束保障并网点电压质量,减少无功补偿设备投资,提升配电网经济性与设备可靠性。