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Journal Articles

Experimental Investigation Using Robust Deep VMD-ICA and 1D-CNN for Condition Monitoring of Roller Element Bearing

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Vishal G. Salunkhe, S. M. Khot, Prashant S. Jadhav, Nitesh P. Yelve, Mahadev B. Kumbhar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. December 2024, 24(12): 124501.
Paper No: JCISE-23-1573
https://doi.org/10.1115/1.4066595
Published Online: October 14, 2024
View Articletitled, Experimental Investigation Using Robust Deep VMD-ICA and 1D-CNN for Condition Monitoring of Roller Element Bearing
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Topics: Bearings, Convolutional neural networks, Vibration, Algorithms, Signals, Rollers
Journal Articles

An Enhanced Modeling Framework for Bearing Fault Simulation and Machine Learning-Based Identification With Bayesian-Optimized Hyperparameter Tuning

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Ricardo Ortiz, Piedad Miranda-Chiquito, Angel Encalada-Davila, Luis E. Marquez, Christian Tutiven, Eleni Chatzi, Christian E. Silva
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. September 2024, 24(9): 091002.
Paper No: JCISE-24-1035
https://doi.org/10.1115/1.4065777
Published Online: July 5, 2024
View Articletitled, An Enhanced Modeling Framework for Bearing Fault Simulation and Machine Learning-Based Identification With Bayesian-Optimized Hyperparameter Tuning
Open the PDF for An Enhanced Modeling Framework for Bearing Fault Simulation and Machine Learning-Based Identification With Bayesian-Optimized Hyperparameter Tuning in another window
Topics: Bearings, Modeling, Algorithms, Simulation, Signals, Machine learning, Machinery
Journal Articles

Combinational Framework for Classification of Bearing Faults in Rotating Machines

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Sujit Kumar, D. Ganga
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021012.
Paper No: JCISE-22-1391
https://doi.org/10.1115/1.4062453
Published Online: October 27, 2023
View Articletitled, Combinational Framework for Classification of Bearing Faults in Rotating Machines
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Topics: Bearings, Vibration, Signals, Machinery
Journal Articles

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

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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 Articletitled, 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

Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory

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Akram Mubarak, Mebrahitom Asmelash, Azmir Azhari, Ftwi Yohannes Haggos, Freselam Mulubrhan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031002.
Paper No: JCISE-22-1058
https://doi.org/10.1115/1.4054690
Published Online: August 8, 2022
View Articletitled, Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory
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Topics: Artificial neural networks, Bearings, Condition monitoring, Fault diagnosis, Hydraulic accumulators, Machinery, Signals, Time series, Vibration, Design
Journal Articles

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

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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 Articletitled, A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing
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Topics: Artificial neural networks, Bearings, Fault diagnosis, Scalars, Signals, Rolling bearings, Vibration, Mahalanobis-Taguchi system
Journal Articles

Multiscale Tomographic Wave–Matter Interaction Modeling to Enable Artifact-Free Material Defect Reconstruction

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John C. Steuben, John G. Michopoulos, Athanasios P. Iliopoulos, Benjamin D. Graber, Andrew J. Birnbaum
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2021, 21(5): 050901.
Paper No: JCISE-20-1256
https://doi.org/10.1115/1.4049760
Published Online: May 10, 2021
View Articletitled, Multiscale Tomographic Wave–Matter Interaction Modeling to Enable Artifact-Free Material Defect Reconstruction
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Topics: Geometry, Modeling, Sensors, Simulation, Waves, X-rays, Errors, Algorithms, Wave equations, Computerized tomography
Journal Articles

Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features

Free
Junchuan Shi, Tianyu Yu, Kai Goebel, Dazhong Wu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2021, 21(2): 021004.
Paper No: JCISE-20-1129
https://doi.org/10.1115/1.4048215
Published Online: October 13, 2020
View Articletitled, Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features
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Topics: Algorithms, Bearings, Errors, Service life (Equipment), Feature selection, Vibration, Signals, Failure
Journal Articles

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network

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Yonghe Su, Fei Tao, Jian Jin, Tian Wang, Qingguo Wang, Lei Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021007.
Paper No: JCISE-19-1118
https://doi.org/10.1115/1.4045445
Published Online: January 3, 2020
View Articletitled, Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network
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Topics: Artificial neural networks, Bearings, Failure, Signals, Vibration, Simulation, Machine learning
Journal Articles

Rigid and Elastic Precision Domains of Ball Bearings

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Serge Samper, Pierre-Antoine Adragna, Hughes Favreliere, Eric Pairel, Pascal Hernandez
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. March 2012, 12(1): 011004.
https://doi.org/10.1115/1.3615686
Published Online: December 21, 2011
View Articletitled, Rigid and Elastic Precision Domains of Ball Bearings
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Topics: Ball bearings, Bearings, Clearances (Engineering)
Journal Articles

Equivalence Classes for Shape Synthesis of Moving Mechanical Parts

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Horea T. Ilies¸, Vadim Shapiro
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Papers
J. Comput. Inf. Sci. Eng. March 2004, 4(1): 20–27.
https://doi.org/10.1115/1.1641794
Published Online: March 23, 2004
View Articletitled, Equivalence Classes for Shape Synthesis of Moving Mechanical Parts
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Topics: Design, Shapes, Stress, Containment, Bearings, Geometry