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

Published: 2025-07-01

Technical Papers

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 1079 | PDF Downloads 169 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4302
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Dynamical Variational Autoencoders for Estimating the Remaining Useful Life of Machinery

Marco Star, Kristoffer McKee
Abstract 110 | PDF Downloads 64 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4639
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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 119 | PDF Downloads 62 | 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 111 | PDF Downloads 74 | 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 412 | PDF Downloads 224 | 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 22 | PDF Downloads 11 | 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 140 | PDF Downloads 99 | 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 137 | PDF Downloads 83 | 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 129 | PDF Downloads 47 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4372
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Fault-Type-Aware Remaining Useful Life Prediction of Aircraft Engines Using an Integrated Deep Learning Framework

Junwon Seo
Abstract 735 | PDF Downloads 163 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4305
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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 1557 | PDF Downloads 373 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4208
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Bearing Remaining Useful Life Prediction based on TSDAE and Pathformer-TCLSTM

Guanghua Fu, Yujie Yang, Yonghui Liu, Xuegen Wang
Abstract 135 | PDF Downloads 99 | 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 772 | PDF Downloads 106 | 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 1830 | PDF Downloads 534 | 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 990 | PDF Downloads 131 | 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 1067 | PDF Downloads 163 | 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 1074 | PDF Downloads 174 | 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 1324 | PDF Downloads 307 | 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 1275 | PDF Downloads 352 | DOI https://doi.org/10.36001/ijphm.2025.v16i2.4260
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