Peng Wang

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

DCNN-Based Multi-Signal Induction Motor Fault Diagnosis

Siyu Shao, Ruqiang Yan, Yadong Lu et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 415 citations

Fault Diagnosis, Convolutional Neural Network, Reliability Engineering +15

Fault prognostics using dynamic wavelet neural networks

Peng Wang, George Vachtsevanos · Artificial intelligence for engineering design analysis and manufacturing · 2001 · 155 citations

Fault Diagnosis, Engineering, Machine Learning +19

Deep Learning and Its Applications to Machine Health Monitoring: A Survey

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · arXiv (Cornell University) · 2016 · 149 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +13

Interpretable Convolutional Neural Network Through Layer-wise Relevance Propagation for Machine Fault Diagnosis

John Grezmak, Jianjing Zhang, Peng Wang et al. · IEEE Sensors Journal · 2019 · 133 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +16