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 912 | PDF Downloads 454 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4164

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

Boubker Najdi, Mohammed Benbrahim, Mohammed Nabil Kabbaj
Abstract 771 | PDF Downloads 406 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4171

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 133 | PDF Downloads 101 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4207

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

Achmad Widodo, Toni Prahasto, Mochamad Soleh, Herry Nugraha
Abstract 469 | PDF Downloads 345 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4222

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 403 | PDF Downloads 175 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4231

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

Reza Hassannejad, Mir Mohammad Ettefagh, Yousef Bahrami Mossayebi
Abstract 425 | PDF Downloads 264 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4234

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 325 | PDF Downloads 174 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4254

Liner Wear Prediction Using Bayesian Regression Models and Clustering

Jacob Van Den Broek, Melinda Hodkiewicz, Adriano Polpo
Abstract 357 | PDF Downloads 189 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4266

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 386 | PDF Downloads 254 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4160

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 359 | PDF Downloads 233 | DOI https://doi.org/10.36001/ijphm.2025.v16i1.4240