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基于迁移学习和知识蒸馏的加热炉温度预测方法 期刊论文
计算机集成制造系统, 2021, 页码: 1-13
Authors:  翟乃举;  周晓锋;  李帅;  史海波
Adobe PDF(1042Kb)  |  Favorite  |  View/Download:28/1  |  Submit date:2021/01/17
加热炉  迁移学习  时间卷积网络  知识蒸馏  
Temperature prediction of heating furnace based on deep transfer learning 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-27
Authors:  Zhai NJ(翟乃举);  Zhou XF(周晓锋)
Adobe PDF(6636Kb)  |  Favorite  |  View/Download:176/23  |  Submit date:2020/09/12
deep learning  temporal convolution network  transfer learning  generative adversarial networks  furnace temperature prediction  multiple heating zones  
Multivariate time series forecast in industrial process based on XGBoost and GRU 会议论文
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference, Chongqing, China, December 11-13, 2020
Authors:  Zhai NJ(翟乃举);  Yao, Peifu;  Zhou XF(周晓锋)
Adobe PDF(928Kb)  |  Favorite  |  View/Download:3/0  |  Submit date:2021/02/27
time series  multivariate  Xgboost model  GRU model  temperature of the heating furnace