黄代雄,汪志军.基于温湿度预测的箱式变电站调控系统研究[J].电测与仪表,2026,63(5):60-67. HUANG Daixiong,WANG Zhijun.Research on Regulation System of Box-type Substations Based on Temperature and Humidity Changing Rate Prediction[J].Electrical Measurement & Instrumentation,2026,63(5):60-67.
基于温湿度预测的箱式变电站调控系统研究
Research on Regulation System of Box-type Substations Based on Temperature and Humidity Changing Rate Prediction
Box-type substations play an important role in renovation and expansion of power system due to their flexibility and adaptability. As they are usually placed outdoors, environmental temperature and humidity have a significant impact on their working conditions. Taking into account the temperature and humidity control issues of box-type substations, this paper studies a regulation and control method based on temperature and humidity change rate prediction. Firstly, the regulation system structure based on temperature and humidity prediction is discussed, and then a temperature and humidity change rate prediction method based on LSTM model and a regulation mode based on change rate prediction results are proposed for box-type substations. Finally, effectiveness of the proposed method in temperature and humidity control of box-type substations was verified through simulation experiments.
