Lei Deng

Condition monitoring of wind turbines based on spatio-temporal fusion of SCADA data by convolutional neural networks and gated recurrent units

Ziqian Kong, Baoping Tang, Lei Deng et al. · Renewable Energy · 2019 · 241 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Fault diagnosis for a wind turbine transmission system based on manifold learning and Shannon wavelet support vector machine

Baoping Tang, Feng Li, Lei Deng · Renewable Energy · 2013 · 187 citations

Fault Diagnosis, Support Vector Machine, Engineering +10

Temporal convolutional network with soft thresholding and attention mechanism for machinery prognostics

Yiwei Wang, Lei Deng, Lianyu Zheng et al. · Journal of Manufacturing Systems · 2021 · 137 citations

Convolutional Neural Network, Engineering, Machine Learning +11

Risk assessment and validation of flood disaster based on fuzzy mathematics

Weiguo Jiang, Lei Deng, Luyao Chen et al. · Progress in Natural Science Materials International · 2009 · 135 citations · Full text

Fuzzy Comprehensive Assessment, Engineering, Flood Control +20

Multi-level wavelet packet fusion in dynamic ensemble convolutional neural network for fault diagnosis

Yan Han, Baoping Tang, Lei Deng · Measurement · 2018 · 130 citations

Fault Diagnosis, Engineering, Machine Learning +6