Meng Ma

Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing

Chuang Sun, Meng Ma, Zhibin Zhao et al. · IEEE Transactions on Industrial Informatics · 2018 · 513 citations

Engineering, Machine Learning, Deep Transfer Learning +18

Deep-Convolution-Based LSTM Network for Remaining Useful Life Prediction

Meng Ma, Zhu Mao · IEEE Transactions on Industrial Informatics · 2020 · 460 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Deep Coupling Autoencoder for Fault Diagnosis With Multimodal Sensory Data

Meng Ma, Chuang Sun, Xuefeng Chen · IEEE Transactions on Industrial Informatics · 2018 · 284 citations

Fault Diagnosis, Engineering, Machine Learning +16

Sparse Deep Stacking Network for Fault Diagnosis of Motor

Chuang Sun, Meng Ma, Zhibin Zhao et al. · IEEE Transactions on Industrial Informatics · 2018 · 202 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +16

Discriminative Deep Belief Networks with Ant Colony Optimization for Health Status Assessment of Machine

Meng Ma, Chuang Sun, Xuefeng Chen · IEEE Transactions on Instrumentation and Measurement · 2017 · 141 citations

Artificial Intelligence, Health Status Assessment, Health Management +15