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 1252 | PDF Downloads 410 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4305
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Dynamical Variational Autoencoders for Estimating the Remaining Useful Life of Machinery

Marco Star, Kristoffer McKee
Abstract 293 | PDF Downloads 159 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4639
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CMAGIN

Weipeng Liu, Bowen Shi, Jixuan Wang; Xiangyu Hu, Xiaofei Xue, Haixing Zhu
Abstract 110 | PDF Downloads 84 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4571
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A Novel Hybrid Wavelet-deep Learning Framework for Advanced Structural Damage Detection

Oumayma Najem, Mohammed Benbrahim, Mohammed Nabil Kabbaj, Jaouad Boumhidi
Abstract 108 | PDF Downloads 138 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4568
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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 383 | PDF Downloads 226 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4508
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Integrating Spatial and Temporal Features for Bearing Fault Diagnosis

Mert Sehri, Niousha Khalilian, Francisco de Assis Boldt, Michel Bouchard, Patrick Dumond
Abstract 391 | PDF Downloads 382 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4469
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Exploring Proactive Maintenance through Fault Detection Techniques for Rotating Machinery

Ahiamadu Okirie, Ewomazino Kingsley Ejomarie
Abstract 823 | PDF Downloads 809 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4424
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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 213 | PDF Downloads 212 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4416
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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 365 | PDF Downloads 188 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4395
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Trustworthy Autonomy through Ethics-Aware Integrity Monitoring

Samir Khan, Takehisa Yairi
Abstract 280 | PDF Downloads 236 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4386
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Exploring Rolling Element Bearing Data Collection and Algorithm Hyperparameters for Machine Learning-Based Fault Diagnosis

Mert Sehri, Patrick Dumond
Abstract 584 | PDF Downloads 269 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4372
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Vibration-based Data-driven Fault Diagnosis of Rotating Machines Operating Under Varying Working Conditions

David Latil, Raymond Houé Ngouna, Kamal MEDJAHER, Stéphane LHUISSET
Abstract 2484 | PDF Downloads 521 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4208
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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 1280 | PDF Downloads 273 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4302
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Bearing Remaining Useful Life Prediction based on TSDAE and Pathformer-TCLSTM

Guanghua Fu, Yujie Yang, Yonghui Liu, Xuegen Wang
Abstract 336 | PDF Downloads 427 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4297
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Towards Reliable RUL Prediction

Oluwasegun Oluwole Gbore, Mehak Shafiq, Amit Kumar Jain, Don McGlinchey
Abstract 1076 | PDF Downloads 212 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4296
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Remaining Useful Life Prediction Using Attention-LSTM Neural Network of Aircraft Engines

Marouane Dida, Abdelhakim Cheriet, Mourad Belhadj
Abstract 5422 | PDF Downloads 1204 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4274
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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 1479 | PDF Downloads 216 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4273
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Constraint-Guided Learning of Data-driven Health Indicator Models

Yonas Tefera, Quinten Van Baelen, Maarten Meire, Stijn Luca, Peter Karsmakers
Abstract 1251 | PDF Downloads 229 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4268
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Innovative Distributed Maintenance Concept

Maria Di Mascolo, ZINEB SIMEU ABAZI, Rony DJEUNANG
Abstract 1174 | PDF Downloads 233 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4265
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Analytical Health Indices: Towards Reliability-Informed Deep Learning for PHM

Dr.Pierre Dersin, Mr. Dario Goglio, Dr. Kristupas Bajarunas, Dr. Manuel Arias Chao
Abstract 1525 | PDF Downloads 433 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4262
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LSTM and Transformers based methods for Remaining Useful Life Prediction considering Censored Data

Jean-Pierre Noot, Mikaël Martin, Etienne Birmele
Abstract 1611 | PDF Downloads 511 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4260
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