Identification of inlet pipe blockage level in centrifugal pump over a range of speeds by deep learning algorithm using multi-source data

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.6K citations

Computing, Computer Science, Data Science +14

Convolutional Neural Network Based Fault Detection for Rotating Machinery

Olivier Janssens, Viktor Slavkovikj, Bram Vervisch et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Computing, Computer Science, Mechanical Engineering +14

Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification

Chen Lü, Zhenya Wang, Wei-Li Qin et al. · Signal Processing · 2016 · 776 citations

Engineering, Computer Science, Automation +14

Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection

B. Samanta, K. R. Al-Balushi, S.A. Al-Araimi · Engineering Applications of Artificial Intelligence · 2003 · 511 citations

Computing, Computer Engineering, Computer Science +17