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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
414 | PDF Downloads
247 |
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
329 | PDF Downloads
314 |
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
398 | PDF Downloads
405 |
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
423 | PDF Downloads
324 |
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
335 | PDF Downloads
322 |
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
441 | PDF Downloads
493 |
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
333 | PDF Downloads
318 |
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
426 | PDF Downloads
350 |
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
261 | PDF Downloads
191 |
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
276 | PDF Downloads
218 |
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
262 | PDF Downloads
260 |
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
164 | PDF Downloads
184 |
DOI
https://doi.org/10.36001/ijphm.2024.v15i1.3829
PDF
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