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A systematic review of data-driven approaches to fault diagnosis and early warning Review article
2023
Authors:  Jieyang, Peng;  Kimmig, Andreas;  Dongkun, Wang;  Niu, Zhibin;  Zhi, Fan; et al.
Favorite | TC[WOS]:56 TC[Scopus]:63  IF:5.9/6.4 | Submit date：2024/01/02
Data Visualization  Deep Learning  Industrial Big Data  Industrial Internet Of Things  Industry 4.0  Prognostics And Health Management  
Deep-learning-based object classification of tactile robot hand for smart factory Journal article
Wang,Dongkun, Teng,Yunfei, Peng,Jieyang, Zhao,Junkai, Wang,Pengyang. Deep-learning-based object classification of tactile robot hand for smart factory[J]. Applied Intelligence, 2023, 53(19), 22374–22390.
Authors:  Wang,Dongkun;  Teng,Yunfei;  Peng,Jieyang;  Zhao,Junkai;  Wang,Pengyang
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2023/08/03
Adaptive Grasping  Deep Learning Model  Object Classification  Tactile Robot  
Prediction of Dissolved Oxygen in Rivers Based on LSTM Model with Improved Attention Mechanism 基于注意力机制优化的 LSTM 河流溶解氧预测模型研究 Journal article
Zhou, Quan, Hu, Xuanming, Wang, Dongkun, Zhang, Wucai, Chen, Zhongying, Wang, Jinpeng, Wang, Pengyang, Ren, Xiuwen. Prediction of Dissolved Oxygen in Rivers Based on LSTM Model with Improved Attention Mechanism 基于注意力机制优化的 LSTM 河流溶解氧预测模型研究[J]. Research of Environmental Sciences, 2023, 36(6), 1135-1146.
Authors:  Zhou, Quan;  Hu, Xuanming;  Wang, Dongkun;  Zhang, Wucai;  Chen, Zhongying; et al.
Favorite | TC[Scopus]:2 | Submit date：2023/07/20
Attention Mechanism  Dissolved Oxygen Prediction  Lstm Model  Time Series Prediction  
Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting Conference paper
Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu. Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting[C]:AAAI Press, 2023, 7522 - 7529.
Authors:  Wei Fan;  Pengyang Wang;  Dongkun Wang;  Dongjie Wang;  Yuanchun Zhou; et al.
Favorite | TC[Scopus]:31 | Submit date：2023/07/18