Research on Regulation System of Box-type Substations Based on Temperature and Humidity Changing Rate Prediction

HUANG Daixiong; WANG Zhijun

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Research on Regulation System of Box-type Substations Based on Temperature and Humidity Changing Rate Prediction

更新时间：2026-05-21

- Research on Regulation System of Box-type Substations Based on Temperature and Humidity Changing Rate Prediction
- Vol. 63, Issue 5, (2026)
- 作者机构：
  
  国网湖北送变电工程有限公司
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2026
- 稿件说明：
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HUANG Daixiong, WANG Zhijun. Research on Regulation System of Box-type Substations Based on Temperature and Humidity Changing Rate Prediction[J]. 2026, 63(5).
DOI：

HUANG Daixiong, WANG Zhijun. Research on Regulation System of Box-type Substations Based on Temperature and Humidity Changing Rate Prediction[J]. 2026, 63(5). DOI：

摘要

箱式变电站由于其灵活性和适应性在电力系统改扩建过程中起着重要作用

由于常置于户外

环境温湿度对其工作状况具有重要的影响。针对现有箱式变电站针对温度和湿度直接控制存在的调整滞后等问题

文中提出了基于温湿度变化率预测的调节控制方法

首先论述了基于温湿度预测的调控系统结构

然后提出了基于LSTM模型的箱式变电站温湿度变化率预测方法和基于变化率预测结果的调节模式

最后

通过仿真实验分析验证了所述方法在箱式变电站环境温湿度调控中的有效性。

Abstract

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.

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