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 438 | PDF Downloads 391 | 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 210 | PDF Downloads 196 | 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 304 | PDF Downloads 191 | 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 537 | PDF Downloads 297 | 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 391 | PDF Downloads 254 | 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 614 | PDF Downloads 446 | 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 222 | PDF Downloads 118 | 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 217 | PDF Downloads 175 | 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 719 | PDF Downloads 367 | 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 441 | PDF Downloads 288 | 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 1050 | PDF Downloads 657 | 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 817 | PDF Downloads 524 | 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 442 | PDF Downloads 320 | 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 764 | PDF Downloads 504 | 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 430 | PDF Downloads 386 | 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 666 | PDF Downloads 554 | 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 414 | PDF Downloads 309 | 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 851 | PDF Downloads 784 | 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 522 | PDF Downloads 407 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4585
PDF

Artificial Intelligence Technologies for Aircraft Maintenance

Dmitry Pavlyuk, Iyad Alomar
Abstract 6023 | PDF Downloads 4613 | 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 880 | PDF Downloads 584 | DOI https://doi.org/10.36001/ijphm.2026.v17i1.4411
PDF