Vol. 17 No. 1 (2026): International Journal of Prognostics and Health Management

Published: 2025-12-28

Technical Papers

A Hydraulic Actuator Condition Monitoring Dataset for Machine Learning

Stephen Adams, Floyd Steele, Nate Brown, Kevin Farinholt, Peter Beling, Sherwood Polter
Abstract 203 | PDF Downloads 188 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4337
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A Novel Taxonomy and Approaches for the Identification of Frequently Occurring Regularities in Degradation Processes of Engineering Systems

Fabian Mauthe, Christopher Braun, Julian Raible, Peter Zeiler, Marco F. Huber
Abstract 488 | PDF Downloads 330 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4411
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Artificial Intelligence Technologies for Aircraft Maintenance

Dmitry Pavlyuk, Iyad Alomar
Abstract 3011 | PDF Downloads 2048 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4567
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A Low-Cost, Scalable Approach for Compressor Fault Monitoring Using Deep Learning on Acoustic Signals

Sumana Roy, Pratyush Kumar Pal, Narottam Behera, Sandip Kumar Lahiri
Abstract 136 | PDF Downloads 139 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4585
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Fault-Tolerant Control for Four-Wheels Independently Actuated Electric Vehicles

Farah Shalhoub, Majd Saied, Clovis Francis, Hussein Termous, Hassan Shraim
Abstract 401 | PDF Downloads 333 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4622
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Interpolative Bayesian Formulation to Improve Transfer Learning for Anomaly Detection in Rotating Machinery

Jia Liang, Rajesh Gupta, Huanyi Shui, Devesh Upadhyay, Eric Darve
Abstract 74 | PDF Downloads 67 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4626
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RUL Estimation of Rolling Element Bearings Using a Hybrid Wavelet Packet Decomposition–Recursive Feature Elimination–Adaptive Neuro Fuzzy Inference System Framework

Abdel Wahhab Lourari, Tarak Benhedjouh
Abstract 201 | PDF Downloads 183 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4634
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SHAP-Based Feature Selection with a Hybrid Convolutional and Recurrent Deep Learning Framework for Remaining Useful Life Prediction of Aero-Engines

Naouel Ouafek, Tarek Berghout, Samira Abderrezek, Abdelhabib Bourouis
Abstract 230 | PDF Downloads 145 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4693
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Quasi-Instantaneous Battery End-of-Discharge Time Prognosis with Non-Stationary Autoregressive Exogenous Inputs

David Acuña-Ureta, Diego Fuentealba-Secul
Abstract 138 | PDF Downloads 82 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4704
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From Corrective and Preventive Maintenance to Prognostics

Stamatis Apeiranthitis, Christos Drosos, Avraam Chatzopoulos, Michail Papoutsidakis, Evangelos Pallis
Abstract 20 | PDF Downloads 7 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4708
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