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Vol. 17 No. 1 (2026): International Journal of Prognostics and Health Management
Vol. 17 No. 1 (2026): International Journal of Prognostics and Health Management
Published:
2025-12-28
Technical Papers
Enhancing Wagon Fault Detection Using Acoustic Signals and Deep Transfer Learning
Jordana Reis, Rhuan Garcia, Flávio Varejão
Abstract
458 | PDF Downloads
424 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4707
PDF
Development of a Residual-Based Anomaly Detection System with Persistence Logic for Marine Diesel Generators
Luis Mendoza , Edwin Puertas, Edwin Paipa-Sanabria, Juan C Martinez-Santos
Abstract
259 | PDF Downloads
245 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4762
PDF
Development of a Remaining Useful Life Prediction Model for Marine Diesel Engine Filtration Systems
Joan Suarez, Clara Guimarães, Edwin Paipa, Juan Carlos Martinez-Santos, Edwin Puerta
Abstract
343 | PDF Downloads
221 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4761
PDF
ISA-PHM – a Standardized Format for Storing and Utilizing Meta-data of Diagnostic and Prognostic Tests
Tiedo Tinga, Luc S. Keizers, Wouter van Riel, Nathan M. Houwaart, Jurjen R. Helmus
Abstract
563 | PDF Downloads
314 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4748
PDF
A Compact CNN-Transformer Model for Robust Fault Diagnosis in Large-Scale Chemical Processes
Pratyush Kumar Pal, Sumona Ray, Narottam Behera, Somnath Chowdhury, Abhiram Hens, Sandip Kumar Lahiri
Abstract
417 | PDF Downloads
289 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4744
PDF
Turbofan Engine Remaining Useful Life Prediction based on Physics-aware Hybrid Framework and Fatigue Cycles
Slawomir Szrama
Abstract
727 | PDF Downloads
545 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4733
PDF
Neurofuzzy Model Optimized for Integrating Explainability in the Prediction of Engine Performance Losses
Marcela Djoukouo, Virginie Tjahe Agnes, Morgin Carlos Feudjio Nguefack, Blaise Eugène Mtopi Fotso
Abstract
249 | PDF Downloads
144 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4730
PDF
State of Health Estimation of Batteries Using a Time-Informed Dynamic Sequence-Inverted Transformer
Janak Patel, Milad Ramezankhani, Anirudh Deodhar, Dagnachew Birru
Abstract
239 | PDF Downloads
214 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4729
PDF
Remaining Useful Life Estimation for Aircraft Engines with Risk-Aware Prediction Intervals via Conformalized Quantile Regression
Colby Robinson
Abstract
829 | PDF Downloads
415 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4724
PDF
Decoding Breast Cancer Mutational Signatures
Omji Porwal, Kamal Upreti, Pravin R. Kshirsagar, Sarika Panwar, Anurag Sharma, Ganesh V. Radhakrishnan, Rituraj Jain
Abstract
469 | PDF Downloads
334 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4714
PDF
From Corrective and Preventive Maintenance to Prognostics
Stamatis Apeiranthitis, Christos Drosos, Avraam Chatzopoulos, Michail Papoutsidakis, Evangelos Pallis
Abstract
1165 | PDF Downloads
768 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4708
PDF
A Hydraulic Actuator Condition Monitoring Dataset for Machine Learning
Stephen Adams, Floyd Steele, Nate Brown, Kevin Farinholt, Peter Beling, Sherwood Polter
Abstract
859 | PDF Downloads
559 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4337
PDF
Quasi-Instantaneous Battery End-of-Discharge Time Prognosis with Non-Stationary Autoregressive Exogenous Inputs
David Acuña-Ureta, Diego Fuentealba-Secul
Abstract
459 | PDF Downloads
350 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4704
PDF
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
829 | PDF Downloads
536 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4693
PDF
Robust Baselines and Probability Calibration for TPM-Oriented Predictive Maintenance
José Roberto Dale Luche, Blaha Gregory Correia dos Santos Goussain, Claudia Regina de Freitas
Abstract
461 | PDF Downloads
417 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4659
PDF
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
707 | PDF Downloads
588 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4634
PDF
Interpolative Bayesian Formulation to Improve Transfer Learning for Anomaly Detection in Rotating Machinery
Jia Liang, Rajesh Gupta, Huanyi Shui, Devesh Upadhyay, Eric Darve
Abstract
435 | PDF Downloads
328 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4626
PDF
Fault-Tolerant Control for Four-Wheels Independently Actuated Electric Vehicles
Farah Shalhoub, Majd Saied, Clovis Francis, Hussein Termous, Hassan Shraim
Abstract
911 | PDF Downloads
804 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4622
PDF
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
556 | PDF Downloads
443 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4585
PDF
Artificial Intelligence Technologies for Aircraft Maintenance
Dmitry Pavlyuk, Iyad Alomar
Abstract
6205 | PDF Downloads
4766 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4567
PDF
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
900 | PDF Downloads
610 |
DOI
https://doi.org/10.36001/ijphm.2026.v17i1.4411
PDF
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