| 引用本文: | 吴凡,赵晋泉,朱斌,吴海伟,苏大威.基于MOPSO的含分布式光伏配电网故障区段定位[J].电力系统保护与控制,2018,46(6):46-53.[点击复制] |
| WU Fan,ZHAO Jinquan,ZHU Bin,WU Haiwei,SU Dawei.Faulty section location based on MOPSO for distribution networks with distributed photovoltaic generation[J].Power System Protection and Control,2018,46(6):46-53[点击复制] |
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| 摘要: |
| 光伏等分布式电源接入配电网，影响故障电流的分布，导致传统配网故障区段定位方法不再适用，对此提出基于MOPSO的含分布式光伏电源配网故障区段定位方法。针对配网发生单相接地故障情形，基于故障暂态分量确定终端状态的编码。考虑在不同光照强度下光伏电源提供的故障电流特性，构建满足光伏电源动态投切的开关函数。针对使用单目标优化智能算法易造成不收敛，以及NSGA-II计算复杂度较高的问题，提出采用多目标粒子群算法(MOPSO)定位故障区段。该算法避免了对权值的选取，且计算复杂度低。算例分析表明所提方法能实现含光伏配电网发生单一和多重故障的区段定位，且对畸变信息具有一定的容错性。 |
| 关键词: 配电网 分布式光伏 故障区段定位 多目标粒子群算法 开关函数 |
| DOI：10.7667/PSPC171016 |
| 投稿时间：2017-07-09修订日期：2017-12-28 |
| 基金项目:国家重点研发计划资助(2017YFB0902600);国家电网公司总部科技项目:配电网调控一体化系统建设模式与辅助分析关键技术研究及深化应用;国家自然科学基金项目(51577049) |
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| Faulty section location based on MOPSO for distribution networks with distributed photovoltaic generation |
| WU Fan,ZHAO Jinquan,ZHU Bin,WU Haiwei,SU Dawei |
| (College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China;Jiangsu Electric Power Company, Nanjing 210024, China) |
| Abstract: |
| The faulty section location methods for traditional distribution networks are no longer applicable for distribution networks with Distributed Generations (DGs) such as photovoltaic (PV) generations which influences the distribution of fault current. A faulty section location method based on MOPSO for distribution networks with DGs is proposed. Terminal state encoding based on fault transient component is determined aiming at single phase grounding fault occurred in distribution networks. The influence of fault current characteristics of PV generations under different light intensity is taken into account and switch function for dynamic switching of PV generations is proposed. Since the single objective optimization intelligence algorithms easily cause the non-convergence and the computational complexity of NSGA-II is high, the Multi-Objective Particle Swarm Optimization (MOPSO) method is used to solve the proposed problems. The difficulty of determination of the weights is avoided in MOPSO and the computation complexity is low. The simulation results show that the proposed method can achieve the single and multiple faulty section location in distribution networks with PVs, and is fault-tolerant to distortion information. This work is supported by National Key Research and Development Program of China (No. 2017YFB0902600), Science and Technology Project of State Grid Corporation of China “Key Technologies and Their Applications of Development Mode and Auxiliary Analysis of Dispatch-Control Integration System for Distribution Network, and National Natural Science Foundation of China (No. 51577049). |
| Key words: distribution networks distributed photovoltaic faulty section location MOPSO switch function |
