Concepedia

Intelligent fault diagnosis of rotating machinery using a new ensemble deep auto-encoder method

Yuyan Zhang, Xinyu Li, Wen Chen, Peigen Li

Measurement · 2019 · 92 citations · 31 references

Concepts

ComputingComputer ScienceIndustrial EngineeringAutomationElectric MachinesMachine LearningDeep LearningEnsemble LearningEnsemble MethodsFault DetectionFault DiagnosisRepresentation LearningFault Detection Using Deep LearningMachine Fault DiagnosisMachine Learning-based Fault DiagnosisNeural Network-based DiagnosisRotating Machinery Diagnostics

References

31

Extracting and composing robust features with denoising autoencoders

Pascal Vincent, Hugo Larochelle, Yoshua Bengio et al. · 2008 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +16

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis

Long Wen, Liang Gao, Xinyu Li · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 1.1K citations

Computing, Computer Science, Industrial Engineering +17

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

Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals

Jaouher Ben Ali, Nader Fnaiech, Lotfi Saïdi et al. · Applied Acoustics · 2014 · 764 citations

Engineering, Mechanical Engineering, Machine Learning +16