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Vol. 15 No. 1 (2024): International Journal of Prognostics and Health Management
Vol. 15 No. 1 (2024): International Journal of Prognostics and Health Management
Published:
2024-01-16
Technical Papers
A Multi-Output Deep Learning Model for Fault Diagnosis Based on Time-Series Data
Ahmed Al-Ajeli, Eman S. Alshamery
Abstract
37 | PDF Downloads
18 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3829
PDF
A Data-Driven Methodology to Assess Raw Materials Impact on Manufacturing Systems Breakdowns
Maha Ben Ayed, Moncef Soualhi, Raouf Ketata, Nicolas Mairot, Sylvian Giampiccolo, Noureddine Zerhouni
Abstract
52 | PDF Downloads
39 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3818
PDF
A Deep Learning Approach to Within-Bank Fault Detection and Diagnostics of Fine Motion Control Rod Drives
Ark Oluwatobi Ifeanyi, Jamie B. Coble, Abhinav Saxena
Abstract
119 | PDF Downloads
158 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3792
PDF
Prognostics Aware Control Design for Extended Remaining Useful Life
Dr. Julien Thuillier, Mayank Shekhar Jha, Sebastien Le Martelot, Dr. Didier Theilliol
Abstract
165 | PDF Downloads
159 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3789
PDF
A Generic Machine Learning Framework for Fully-Unsupervised Anomaly Detection with Contaminated Data
Markus Ulmer, Jannik Zgraggen, Lilach Goren Huber
Abstract
191 | PDF Downloads
224 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3589
PDF
Post-clustering Prioritization Framework for Autonomous Decision Making in the Absence of Ground Truth via Hypothetical Probing
Wolfgang Fink, Karm Al Hajhog
Abstract
218 | PDF Downloads
123 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3206
PDF
Combining Wavelets and AR Identification for Condition Monitoring of Electric-cam Mechanisms Using PLCopen Readings of Motor Torque
Roberto Diversi, Nicolò Speciale, Matteo Barbieri
Abstract
117 | PDF Downloads
127 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3826
PDF
Bearing Fault Diagnosis under Varying Work Conditions Based on Synchrosqueezing Transform, Random Projection, and Convolutional Neural Networks
Boubker Najdi, Mohammed Benbrahim, Mohammed Nabil Kabbaj
Abstract
235 | PDF Downloads
195 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3799
PDF
An ANFIS-based Framework for the Prediction of Bearing’s Remaining Useful Life
Abdel wahhab Lourari, Tarak Benkedjouh, Bilal El Yousfi, Abdenour Soualhi
Abstract
243 | PDF Downloads
303 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3791
PDF
Chatter Identification in Milling of Titanium Alloy Using Machine Learning Approaches with Non-Linear Features of Cutting Force and Vibration Signatures
Viswajith S Nair, Rameshkumar K, Saravanamurugan S
Abstract
205 | PDF Downloads
161 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3590
PDF
An Improved Fault Detection Method based on HSMM
Lestari Handayani, VRIGNAT VRIGNAT, Frédéric Kratz
Abstract
132 | PDF Downloads
143 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3585
PDF
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