Zhongxiao Peng

Machine-learning assisted laser powder bed fusion process optimization for AlSi10Mg: New microstructure description indices and fracture mechanisms

Qian Liu, Hongkun Wu, Moses J. Paul et al. · Acta Materialia · 2020 · 274 citations · Full text

Materials Science, Fracture Mechanisms, Advanced Laser Processing +10

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

Vibration-based anomaly detection using LSTM/SVM approaches

Kilian Vos, Zhongxiao Peng, Christopher Jenkins et al. · Mechanical Systems and Signal Processing · 2021 · 202 citations · Full text

Anomaly Detection, Machine Learning, Data Science +9

Vibration-based updating of wear prediction for spur gears

Ke Feng, Pietro Borghesani, Wade A. Smith et al. · Wear · 2019 · 155 citations · Full text

Condition Monitoring, Engineering, Vibration-based Updating +7

An integrated approach to fault diagnosis of machinery using wear debris and vibration analysis

Zhongxiao Peng, Nicole Kessissoglou · Wear · 2003 · 154 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +14