Research on Line-Loss Correlation Analysis Technology of Distribution Network Based on Apriori Algorithm
Wensi Huang, Jing Chen, Changqing Liu, Weiwei Shi, Chao Lin, Xiaodong Lyu, Hongjun Gao · 2020 5th Asia Conference on Power and Electrical Engineering (ACPEE) · 2020
The association analysis technique and its principle represented by Apriori algorithm are expounded. In this paper, the concept of "line-loss relaxation factor" is introduced to improve the traditional support and confidence, which is helpful to reduce the redundancy and improve the efficiency of the traditional algorithm. Through the analysis of the case verification, the correlation analysis technology can effectively mine the relevant factors affecting the line-loss of the distribution network, and can visually indicate the degree of influence, which is very important for proposing the corresponding impairment strategy.