| 引用本文: | 张 蕊,李铁成,李晓明,等.考虑设备动作损耗的配电网分布式电压无功优化[J].电力系统保护与控制,2021,49(24):31-40.[点击复制] |
| ZHANG Rui,LI Tiecheng,LI Xiaoming,et al.Distributed optimization for distribution networks volt/var control considering the operation cost of equipment[J].Power System Protection and Control,2021,49(24):31-40[点击复制] |
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| 摘要: |
| 电压无功控制是保证配电网经济安全运行的重要任务，协调多种调节手段能提高配电网的运行效率。考虑了有载调压变压器、电压调节器、分组投切电容器和分布式电源逆变器等电压无功调控设备，并针对现有电压无功控制模型存在的无谓动作和求解效率低等问题，提出了一种考虑设备动作损耗的配电网分布式电压无功优化策略。首先，基于支路潮流方程建立了配电网电压无功控制模型，并松弛为混合整数二阶锥规划。同时考虑到设备的动作损耗，提出了基于模型预测控制的滚动优化模式。进一步基于交替方向乘子法实现配电网多区域分布式协同优化。最后，基于改进的IEEE33节点测试系统进行了仿真。仿真结果表明：所提控制策略能够避免设备的无谓动作，并解决了“维数灾”问题，提高了配电网的电压无功控制效率。 |
| 关键词: 主动配电网 电压无功控制 二阶锥规划 模型预测控制 一致性约束 交替方向乘子法 |
| DOI：DOI: 10.19783/j.cnki.pspc.210276 |
| 投稿时间：2021-03-17修订日期：2021-04-21 |
| 基金项目:国家自然科学基金项目资助(51977154)；国网河北省电力有限公司科技项目资助“考虑无功优化的地区电网AVC控制策略辅助决策研究”(kjcb2020-004) |
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| Distributed optimization for distribution networks volt/var control considering the operation cost of equipment |
| ZHANG Rui,LI Tiecheng,LI Xiaoming,HU Xuekai,LI Anchang,YANG Jun |
| (1. Electric Power Research Institute of State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050021, China;
2. School of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, China) |
| Abstract: |
| The volt/var control is an important task undertaken to ensure the economic and safe operation of a distribution network. In order to improve voltage quality, voltage and reactive power control devices are considered, such as on load tap changer, voltage regulators, capacitor banks and distributed generation inverters. Distributed optimization is proposed to solve the ‘meaningless action’ and low efficiency problems in existing models. First, the voltage and reactive power optimization model of the distribution network is established based on the branch power flow equation, which is relaxed to the mixed integer second-order cone programming. Meanwhile, considering the action cost of the devices, a rolling optimization mode based on model predictive control is proposed. The distribution network is divided into groups and distributed optimization is realized based on an alternating direction multiplier method. Finally, a simulation is carried out based on the improved IEEE 33-bus test system. The simulation results show that unnecessary action of the equipment is avoided under the model predictive control strategy. At the same time, the proposed collaborative optimization strategy solves the "dimension disaster" problem and improves the efficiency of voltage and reactive power control in the distribution network.
This work is supported by the National Natural Science Foundation of China (No. 51977154). |
| Key words: active distribution network volt/var control second-order cone programming model predictive control consistency constraint alternating direction multiplier method |
