Vol. 15 No. 1 (2024): International Journal of Prognostics and Health Management

Published: 2024-01-16

Technical Papers

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 115 | PDF Downloads 121 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3826
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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 227 | PDF Downloads 185 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3799
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An ANFIS-based Framework for the Prediction of Bearing’s Remaining Useful Life

Abdel wahhab Lourari, Tarak Benkedjouh, Bilal El Yousfi, Abdenour Soualhi
Abstract 234 | PDF Downloads 294 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3791
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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 194 | PDF Downloads 150 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3590
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An Improved Fault Detection Method based on HSMM

Lestari Handayani, VRIGNAT VRIGNAT, Frédéric Kratz
Abstract 125 | PDF Downloads 134 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3585
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A Multi-Output Deep Learning Model for Fault Diagnosis Based on Time-Series Data

Ahmed Al-Ajeli, Eman S. Alshamery
Abstract 21 | PDF Downloads 12 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3829
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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 36 | PDF Downloads 26 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3818
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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 113 | PDF Downloads 149 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3792
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Prognostics Aware Control Design for Extended Remaining Useful Life

Dr. Julien Thuillier, Mayank Shekhar Jha, Sebastien Le Martelot, Dr. Didier Theilliol
Abstract 155 | PDF Downloads 151 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3789
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A Generic Machine Learning Framework for Fully-Unsupervised Anomaly Detection with Contaminated Data

Markus Ulmer, Jannik Zgraggen, Lilach Goren Huber
Abstract 175 | PDF Downloads 213 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3589
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Post-clustering Prioritization Framework for Autonomous Decision Making in the Absence of Ground Truth via Hypothetical Probing

Wolfgang Fink, Karm Al Hajhog
Abstract 205 | PDF Downloads 117 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3206
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