Vol. 16 No. 1 (2025): International Journal of Prognostics and Health Management

Published: 2024-12-30

Technical Papers

Uncertainty Assessment Framework for IGBT Lifetime Models. A Case Study of Solder-Free Modules

Ander Zubizarreta, Markel Penalba, David Garrido, Unai Markina, Xabier Ibarrola, Jose Aizpurua
Abstract 783 | PDF Downloads 394 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4164
PDF

Adaptive Res-LSTM Attention-based Remaining Useful Lifetime Prognosis of Rolling Bearings

Boubker Najdi, Mohammed Benbrahim, Mohammed Nabil Kabbaj
Abstract 685 | PDF Downloads 358 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4171
PDF

Robust Kalman Filter with Recursive Measurement Noise Covariance Estimation Against Measurement Faults

Chingiz Hajiyev
Abstract 187 | PDF Downloads 161 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4204
PDF

Pump Health Monitoring Test Environment for Diagnosing the Erosive Effects from Cavitation

Tedja Verhulst, David Judt, Craig Lawson, Osama Al-Tayawe, Geoff Ward, Yongmann Chung
Abstract 44 | PDF Downloads 28 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4207
PDF

Proficiency of Physics Informed Machine Learning in Multi-component Fault Recognition of Rotational Machines under Different Speed Conditions

S Sowmya, Harikrishnan Nair, M Saimurugan, Naveen Venkatesh
Abstract 35 | PDF Downloads 27 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4215
PDF

Diagnostics and Prognostics of Boilers in Power Plant Based on Data-Driven and Machine Learning

Achmad Widodo, Toni Prahasto, Mochamad Soleh, Herry Nugraha
Abstract 356 | PDF Downloads 259 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4222
PDF

Comparative Analysis of LSTM Variants for Fault Detection and Classification in Aircraft Control Surfaces

Muhammad Fajar, Teuku Mohd Ichwanul Hakim, Adi Wirawan, Prasetyo Ardi Probo Suseno, Arifin Rasyadi Soemaryanto, Ardanto Mohamad Pramutadi
Abstract 84 | PDF Downloads 54 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4231
PDF

Dynamic Relationship Between Oil Temperature and BGCI in Bell 407 Helicopter

lotfi Saidi, Eric Bechhofer, Mohamed Benbouzid
Abstract 85 | PDF Downloads 46 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4233
PDF

Adaptive Wavelet-Based Physics-Informed CNN for Bearing Fault Diagnosis

Reza Hassannejad, Mir Mohammad Ettefagh, Yousef Bahrami Mossayebi
Abstract 220 | PDF Downloads 170 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4234
PDF

Integrating Machine Learning-Based Remaining Useful Life Predictions with Cost-Optimal Block Replacement for Industrial Maintenance

YOUNGSUK CHOO, Seung-Jun Shin
Abstract 93 | PDF Downloads 77 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4242
PDF

A Comparative Study of Deep Learning Model Based Equipment Fault Diagnosis and Prognosis

Xianpeng Qiao, Hao Yuan Liow, Veronica Lestari Jauw, Chin Seong Lim
Abstract 54 | PDF Downloads 44 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4254
PDF

Liner Wear Prediction Using Bayesian Regression Models and Clustering

Jacob Van Den Broek, Melinda Hodkiewicz, Adriano Polpo
Abstract 253 | PDF Downloads 119 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4266
PDF

Technical Briefs

Efficiency Monitoring of a Cooling Water Pump based on Machine Learning Techniques

Marta Casero, Miguel A. Sanz-Bobi, F. Javier Bellido-López, Antonio Muñoz, Daniel Gonnzalez-Calvo, Tomas Alvarez-Tejedor
Abstract 300 | PDF Downloads 195 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4160
PDF

Breast Cancer Detection Analysis Using Different Machine Learning Techniques: South Iraq Case Study

Salma Abdulbaki Mahmood, Myssar Jabbar Hammood Al-Battbootti, Saad Shaheen Hamadi, Iuliana Marin, Costin-Anton Boiangiu, Nicolae Goga
Abstract 241 | PDF Downloads 174 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4240
PDF