基于CNN-LSTM的地铁空调控制器剩余使用寿命预测分析

Analysis of Remaining Service Life Prediction of Subway Air Conditioning Controller Based on CNN-LSTM

阐述综合考虑地铁空调控制器的特点,构建基于功能层及经济层的空调控制器样本数据集,通过建立CNN-LSTM模型对空调控制器的剩余使用寿命进行预测。实验结果表明,该预测模型准确度较高。

This paper describes the comprehensive consideration of the characteristics of subway air conditioning controllers,and constructs a sample dataset of air conditioning controllers based on functional and economic layers.By establishing a CNN-LSTM model,it predicts the remaining service life of the air conditioning controller.The experimental results indicate that the prediction model has high accuracy.