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Journal Articles

Unsupervised Domain Deep Transfer Learning Approach for Rolling Bearing Remaining Useful Life Estimation

Maan Singh Rathore, S. P. Harsha
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021002.
Paper No: JCISE-22-1239
https://doi.org/10.1115/1.4062731
Published Online: July 13, 2023
View Article titled, Unsupervised Domain Deep Transfer Learning Approach for Rolling Bearing Remaining Useful Life Estimation
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Topics: Bearings, Service life (Equipment), Errors, Rolling bearings
Journal Articles

A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing

Muyangzi Lin, Miyuan Shan, Jie Zhou, Yunjie Pan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021005.
Paper No: JCISE-21-1105
https://doi.org/10.1115/1.4052082
Published Online: October 13, 2021
View Article titled, A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing
Open the PDF for A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing in another window
Topics: Artificial neural networks, Bearings, Fault diagnosis, Scalars, Signals, Rolling bearings, Vibration, Mahalanobis-Taguchi system