Intelligent tool wear monitoring and multi-step prediction based on deep learning model

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.4K citations

Engineering, Intelligent Diagnostics, Machine Learning +2

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Yao Qin, Dongjin Song, Haifeng Chen et al. · 2017 · 1.3K citations · Full text

Forecasting Methodology, Sequence Modelling, Engineering +13

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

Rui Zhao, Dongzhe Wang, Ruqiang Yan et al. · IEEE Transactions on Industrial Electronics · 2017 · 852 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

Rui Zhao, Ruqiang Yan, Jinjiang Wang et al. · Sensors · 2017 · 717 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Short-Term Load Forecasting With Deep Residual Networks

Kunjin Chen, Kunlong Chen, Qin Wang et al. · IEEE Transactions on Smart Grid · 2018 · 645 citations

Forecasting Methodology, Electrical Engineering, Engineering +12