Ensemble deep transfer learning driven by multisensor signals for the fault diagnosis of bevel-gear cross-operation conditions

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Pierre Baldi · IEEE Transactions on Industrial Informatics · 2018 · 1.6K citations

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Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data

Liang Guo, Yaguo Lei, Saibo Xing et al. · IEEE Transactions on Industrial Electronics · 2018 · 1.2K citations

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An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings

Yaguo Lei, Feng Jia, Saibo Xing · Mechanical Systems and Signal Processing · 2019 · 859 citations

Computing, Computer Science, Systems Engineering +16

Deep transfer network with joint distribution adaptation: A new intelligent fault diagnosis framework for industry application

Te Han, Chao Liu, Wenguang Yang et al. · ISA Transactions · 2019 · 570 citations · Full text

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Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries

Sheng Shen, Mohammadkazem Sadoughi, Meng Li et al. · Applied Energy · 2019 · 520 citations

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