Xiaorui Shao

Adaptive multi-scale attention convolution neural network for cross-domain fault diagnosis

Xiaorui Shao, Chang Soo Kim · Expert Systems with Applications · 2023 · 78 citations

Fault Diagnosis, Engineering, Machine Learning +8

Accurate Deep Model for Electricity Consumption Forecasting Using Multi-Channel and Multi-Scale Feature Fusion CNN–LSTM

Xiaorui Shao, Chang-Soo Kim, Palash Sontakke · Energies · 2020 · 73 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +14

Multi-Step Short-Term Power Consumption Forecasting Using Multi-Channel LSTM With Time Location Considering Customer Behavior

Xiaorui Shao, Chang Soo Kim · IEEE Access · 2020 · 69 citations · Full text

Engineering, Energy Efficiency, Multi-step Stlf +17

Domain Fusion CNN-LSTM for Short-Term Power Consumption Forecasting

Xiaorui Shao, Pu Chen, Yuxin Zhang et al. · IEEE Access · 2020 · 59 citations · Full text

Electrical Engineering, Engineering, Machine Learning +15

Unsupervised Domain Adaptive 1D-CNN for Fault Diagnosis of Bearing

Xiaorui Shao, Chang-Soo Kim · Sensors · 2022 · 44 citations · Full text

Fault Diagnosis, Machine Vision, Machine Learning +14