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 566 | PDF Downloads 333 | 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 556 | PDF Downloads 485 | 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 958 | PDF Downloads 556 | 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 746 | PDF Downloads 554 | 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 551 | PDF Downloads 463 | 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 923 | PDF Downloads 669 | 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 655 | PDF Downloads 503 | 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 964 | PDF Downloads 515 | 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 489 | PDF Downloads 359 | 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 483 | PDF Downloads 371 | 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 399 | PDF Downloads 352 | 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 337 | PDF Downloads 372 | DOI https://doi.org/10.36001/ijphm.2024.v15i1.3829
PDF