With the construction and development of smart grid, the reliability and anti-risk capability of power communication network are increasingly required. The traditional service route planning is mainly based on the shortest path algorithm, which leads to the unbalanced distribution of service importance in the power optical communication network. In this paper, an intelligent optimization method of...Show More
In order to avoid the significant impact of the “three highs” climate on the operation of power system equipment, this paper introduces genetic algorithm (GA) into the hybrid prediction model structure of convolutional neural network (CNN) and multi-layer long short-term memory (LSTM) network, and proposes GA-CNN-LSTM model to achieve the prediction of temperature and humidity. Genetic algorithm i...Show More
Leakage current detection under power failure is an effective method to judge the operation state of arrester. In order to obtain the accurate leakage current detection value of arrester in the strong interference environment of power failure site, this paper proposes a method based on positive and negative connection principle to measure the real leakage current of arrester, which is simple, effi...Show More
