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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
Post-clustering Prioritization Framework for Autonomous Decision Making in the Absence of Ground Truth via Hypothetical Probing
Wolfgang Fink, Karm Al Hajhog
Abstract
444 | PDF Downloads
273 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3206
PDF
An Improved Fault Detection Method based on HSMM
Lestari Handayani, VRIGNAT VRIGNAT, Frédéric Kratz
Abstract
386 | PDF Downloads
356 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3585
PDF
A Generic Machine Learning Framework for Fully-Unsupervised Anomaly Detection with Contaminated Data
Markus Ulmer, Jannik Zgraggen, Lilach Goren Huber
Abstract
717 | PDF Downloads
446 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3589
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
479 | PDF Downloads
376 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3590
PDF
Prognostics Aware Control Design for Extended Remaining Useful Life
Dr. Julien Thuillier, Mayank Shekhar Jha, Sebastien Le Martelot, Dr. Didier Theilliol
Abstract
392 | PDF Downloads
365 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3789
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
773 | PDF Downloads
549 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3791
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
399 | PDF Downloads
360 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3792
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
739 | PDF Downloads
401 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3799
PDF
A Preprocessing and Modeling Approach for Gearbox Pitting Severity Prediction under Unseen Operating Conditions and Fault Severities
Rik Vaerenberg, Douw Marx, Seyed Ali Hosseinli, Fabrizio De Fabritiis, Hao Wen, Rui Zhu, Konstantinos Gryllias
Abstract
327 | PDF Downloads
237 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3808
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
333 | PDF Downloads
265 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3818
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
284 | PDF Downloads
284 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3826
PDF
A Multi-Output Deep Learning Model for Fault Diagnosis Based on Time-Series Data
Ahmed Al-Ajeli, Eman S. Alshamery
Abstract
197 | PDF Downloads
225 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3829
PDF
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