Junchuan Shi

Prediction of surface roughness in extrusion-based additive manufacturing with machine learning

Zhixiong Li, Ziyang Zhang, Junchuan Shi et al. · Robotics and Computer-Integrated Manufacturing · 2019 · 415 citations

Geometric Modeling, Engineering, Machine Learning +9

Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks

Junchuan Shi, Dikang Peng, Zhongxiao Peng et al. · Mechanical Systems and Signal Processing · 2021 · 264 citations

Fault Diagnosis, Bidirectional-convolutional Lstm Networks, Reliability Engineering +7

Battery health management using physics-informed machine learning: Online degradation modeling and remaining useful life prediction

Junchuan Shi, Alexis V. Rivera, Dazhong Wu · Mechanical Systems and Signal Processing · 2022 · 139 citations

Electric Battery, Engineering, Machine Learning +14

Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features

Junchuan Shi, Tianyu Yu, Kai Goebel et al. · Journal of Computing and Information Science in Engineering · 2020 · 53 citations · Full text

Engineering, Machine Learning, Life Prediction +23

Predicting Flexural Strength of Additively Manufactured Continuous Carbon Fiber-Reinforced Polymer Composites Using Machine Learning

Ziyang Zhang, Junchuan Shi, Tianyu Yu et al. · Journal of Computing and Information Science in Engineering · 2020 · 50 citations

Materials Science, Fiber Reinforcement, Fibre-reinforced Plastic +10