Bin Zhang

Compound Fault Diagnosis for Rotating Machinery: State-of-the-Art, Challenges, and Opportunities

Ruyi Huang, Jingyan Xia, Bin Zhang et al. · Journal of Dynamics Monitoring and Diagnostics · 2023 · 76 citations · Full text

Fault Diagnosis, Condition Monitoring, Reliability Engineering +9

Multi-Task Deep Transfer Learning Method for Guided Wave-Based Integrated Health Monitoring Using Piezoelectric Transducers

Bin Zhang, Xiaobin Hong, Yuan Liu · IEEE Sensors Journal · 2020 · 63 citations

Monitoring Task Transference, Convolutional Neural Network, Medical Monitoring +25

A transfer learning approach for acoustic emission zonal localization on steel plate-like structure using numerical simulation and unsupervised domain adaptation

Li Ai, Bin Zhang, Paul Ziehl · Mechanical Systems and Signal Processing · 2023 · 59 citations · Full text

Engineering, Machine Learning, Unsupervised Domain Adaptation +10

Distribution adaptation deep transfer learning method for cross-structure health monitoring using guided waves

Bin Zhang, Xiaobin Hong, Yuan Liu · Structural Health Monitoring · 2021 · 58 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Deep‐learning‐based guided wave detection for liquid‐level state in porcelain bushing type terminal

Xiaobin Hong, Bin Zhang, Yuan Liu et al. · Structural Control and Health Monitoring · 2020 · 32 citations

Convolutional Neural Network, Engineering, Machine Learning +16