Vol. 16 No. 2 (2025): International Journal of Prognostics and Health Management

Published: 2025-07-01

Technical Papers

Fault-Type-Aware Remaining Useful Life Prediction of Aircraft Engines Using an Integrated Deep Learning Framework

Junwon Seo
Abstract 1486 | PDF Downloads 530 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4305
PDF

Dynamical Variational Autoencoders for Estimating the Remaining Useful Life of Machinery

Marco Star, Kristoffer McKee
Abstract 398 | PDF Downloads 206 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4639
PDF

CMAGIN

Weipeng Liu, Bowen Shi, Jixuan Wang; Xiangyu Hu, Xiaofei Xue, Haixing Zhu
Abstract 230 | PDF Downloads 148 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4571
PDF

A Novel Hybrid Wavelet-deep Learning Framework for Advanced Structural Damage Detection

Oumayma Najem, Mohammed Benbrahim, Mohammed Nabil Kabbaj, Jaouad Boumhidi
Abstract 247 | PDF Downloads 239 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4568
PDF

Advanced MRO Processes in Industry 4.0 with Proactive Asset Administration Shell and Digital Product Passport

Marco Weiss, Alexander Kamtsiuris, Florian Raddatz, Gerko Wende
Abstract 536 | PDF Downloads 349 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4508
PDF

Integrating Spatial and Temporal Features for Bearing Fault Diagnosis

Mert Sehri, Niousha Khalilian, Francisco de Assis Boldt, Michel Bouchard, Patrick Dumond
Abstract 491 | PDF Downloads 519 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4469
PDF

Exploring Proactive Maintenance through Fault Detection Techniques for Rotating Machinery

Ahiamadu Okirie, Ewomazino Kingsley Ejomarie
Abstract 1106 | PDF Downloads 1085 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4424
PDF

Enhanced Fault Detection and Diagnosis in Industrial Distillation Column Using Explainable Artificial Intelligence and Machine Learning

Sumana Roy, Somasish Saha, Bitopama Modak, Fahim Ahmed, Aditi Mahto, Sandip Kumar Lahiri
Abstract 359 | PDF Downloads 283 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4416
PDF

Spacecraft 3-axis Controlled Attitude Determination and Control System Reaction Wheels Fault Detection, Isolation and Identification using Machine Learning Techniques

T. S. Abdel Aziz, S Hussein, M. S. Mohamed, G. I. Salama
Abstract 546 | PDF Downloads 249 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4395
PDF

Trustworthy Autonomy through Ethics-Aware Integrity Monitoring

Samir Khan, Takehisa Yairi
Abstract 364 | PDF Downloads 359 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4386
PDF

Exploring Rolling Element Bearing Data Collection and Algorithm Hyperparameters for Machine Learning-Based Fault Diagnosis

Mert Sehri, Patrick Dumond
Abstract 824 | PDF Downloads 455 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4372
PDF

Vibration-based Data-driven Fault Diagnosis of Rotating Machines Operating Under Varying Working Conditions

David Latil, Raymond Houé Ngouna, Kamal MEDJAHER, Stéphane LHUISSET
Abstract 2863 | PDF Downloads 567 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4208
PDF

Correlation-Enhanced Multi-Scale Residual Network for Bearing Fault Diagnosis in Noisy and Cross-Working Conditions

Panfeng Bao, Yue Zhu, Yufeng Shen, Jiashun Ou, Xuening Hu
Abstract 1340 | PDF Downloads 343 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4302
PDF

Bearing Remaining Useful Life Prediction based on TSDAE and Pathformer-TCLSTM

Guanghua Fu, Yujie Yang, Yonghui Liu, Xuegen Wang
Abstract 479 | PDF Downloads 548 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4297
PDF

Towards Reliable RUL Prediction

Oluwasegun Oluwole Gbore, Mehak Shafiq, Amit Kumar Jain, Don McGlinchey
Abstract 1216 | PDF Downloads 304 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4296
PDF

Remaining Useful Life Prediction Using Attention-LSTM Neural Network of Aircraft Engines

Marouane Dida, Abdelhakim Cheriet, Mourad Belhadj
Abstract 5814 | PDF Downloads 1565 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4274
PDF

A Comparative Analysis of Anomaly Detection Techniques for Battery Telemetry Data in Low Earth Orbit Remote Sensing Satellites

Ahmed Adam, Ahmed Mokhtar, Ahmed Mattar, Mohamed Abdrahman, Sherif Helmy
Abstract 1704 | PDF Downloads 286 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4273
PDF

Constraint-Guided Learning of Data-driven Health Indicator Models

Yonas Tefera, Quinten Van Baelen, Maarten Meire, Stijn Luca, Peter Karsmakers
Abstract 1389 | PDF Downloads 269 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4268
PDF

Innovative Distributed Maintenance Concept

Maria Di Mascolo, ZINEB SIMEU ABAZI, Rony DJEUNANG
Abstract 1217 | PDF Downloads 276 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4265
PDF

Analytical Health Indices: Towards Reliability-Informed Deep Learning for PHM

Dr.Pierre Dersin, Mr. Dario Goglio, Dr. Kristupas Bajarunas, Dr. Manuel Arias Chao
Abstract 1648 | PDF Downloads 495 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4262
PDF

LSTM and Transformers based methods for Remaining Useful Life Prediction considering Censored Data

Jean-Pierre Noot, Mikaël Martin, Etienne Birmele
Abstract 1873 | PDF Downloads 617 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4260
PDF