Jingsi Yang, Rong Yi, Yao Fu, Zhaojing Wang, Tongqing Li, Junxi Wang
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引用次数: 0
摘要
配电网停电影响着人们的日常用电质量,因此快速定位故障位置并实现供电恢复对提高供电可靠性和安全性具有重要的现实意义。基于此,本文提出了一种基于多代理算法的配网停电快速应急恢复优化方法。在单电源供电模式下,设计开关功能,通过分析设备的发电效率函数,确定基于多代理算法的配电网断电定位结果。利用自动数据对停电快速应急恢复进行优化,并将多代理算法引入其中,实现配电网停电快速应急恢复的优化方法。实验结果表明,研究方法的精确度、召回率和 F1 得分均在 95% 以上,设备发电效果高,能更快速有效地恢复配电网的正常运行。
Optimization method for rapid emergency recovery of power failure in distribution network based on multiagent algorithm
Power failure in distribution network affects the quality of people's daily electricity consumption, so it is of great practical significance to quickly locate the fault location and realize power supply recovery for improving the reliability and safety of power supply. Based on this, this paper proposes an optimization method for rapid emergency recovery of distribution network power failure based on multi-agent algorithm. In the single power supply mode, the switching function is designed, and the power failure location result of distribution network based on multi-agent algorithm is determined by analyzing the power generation efficiency function of equipment. Automatic data is used to optimize the rapid emergency recovery of power failure, and multi-agent algorithm is introduced into it to realize the optimization method of rapid emergency recovery of power failure in distribution network. The experimental results show that the precision, recall and F1 score of the research method are all above 95%, and the power generation effect of the equipment is high, which can restore the normal operation of the distribution network more quickly and effectively.