Vol. 17 No. 2 (2026): International Journal of Prognostics and Health Management

Published: 2026-07-05

Technical Papers

A Hybrid Particle Filter-Weibull Approach for Probabilistic End-of-life Prediction of Industrial Machines Using Vibration Data

Nagesh Dewangan, Amiya Ranjan Mohanty
Abstract 248 | PDF Downloads 150 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4735
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Bayesian CNN-LSTM for Battery State of Health (SoH) Estimation under Randomized Usage Conditions

Saurabh Jaywant Desai, Muralikrishan Ramanujam, Venkataramana Runkana
Abstract 382 | PDF Downloads 247 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4743
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Regularization of Divergent Series via Classical Summability Methods with Applications to Reliability and Engineering Systems

Suresh Kumar Sahani, Kameshwar Sahani, Aashiq Mahato, Rishav Jha
Abstract 23 | PDF Downloads 17 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4750
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Physics-Informed Multi-Scale Network with Loss-Guided Curriculum Learning for Robust Fault Diagnosis

Panfeng Bao, Wenjun Yi, Yue Zhu, Yufeng Shen, Haotian Peng
Abstract 505 | PDF Downloads 437 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4766
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Data-Driven Fault Diagnosis of Rolling Bearings Using Neural Networks Optimized via Bayesian, Particle Swarm, and Genetic Algorithm Methods with Time–Frequency Features

Khoualdia Kaaïs, Khoualdia Tarek, Mourad Nahal
Abstract 306 | PDF Downloads 179 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4768
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Remaining Useful Life Prediction across Datasets via Semi-Supervised Domain Adaptation

Gengyu Li, Takehisa Yairi
Abstract 542 | PDF Downloads 236 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4804
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Estimating Sufficient Amount of Training Data for Data-Driven Fault Diagnosis

Moritz Neu, Marcel Braig, Fabian Mauthe, Peter Zeiler
Abstract 27 | PDF Downloads 14 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4834
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Multiscale Ordinal Complexity Analysis for Wind Turbine Bearing Fault Diagnosis

Paulo R. L. Almeida, Thyago L. V. Lima, Alisson V. Brito, Abel C. Lima Filho
Abstract 187 | PDF Downloads 141 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4835
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Dual-Channel Acoustic Temporal–Spectral Representation and Noise-Perturbation Learning for Mining Conveyor Fault Diagnosis

Zhenyu Wang, Taixiang Li
Abstract 270 | PDF Downloads 179 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4841
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Monotonic Latent Manifold Bayesian Inference for Robust Industrial Predictive Maintenance

Oyetayo Oyebisi
Abstract 204 | PDF Downloads 116 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.4874
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Development of an Integrated Digital Twin Framework for Online Monitoring and Anomaly Detection

Lauren Bailey, Jamie Coble, Xingang Zhao
Abstract 29 | PDF Downloads 21 | DOI https://doi.org/10.36001/ijphm.2026.v17i2.5076
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