Vol. 15 No. 2 (2024): International Journal of Prognostics and Health Management

Published: 2024-06-26

Technical Papers

Collaborative Training of Data-Driven Remaining Useful Life Prediction Models Using Federated Learning

Wilhelm Söderkvist Vermelin, Madhav Mishra, Mattias P. Eng, Dag Andersson, Konstantinos Kyprianidis
Abstract 1 | PDF Downloads 2 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3821
PDF

Joint Prescriptive Maintenance and Production Planning and Control Process Simulation for Extrusion System

Kevin Wesendrup, Bernd Hellingrath
Abstract 215 | PDF Downloads 207 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3839
PDF

A Comprehensive Review of Machine Learning Techniques for Condition-Based Maintenance

Tyler Ward, Kouroush Jenab, Jorge Ortega-Moody, Selva Staub
Abstract 399 | PDF Downloads 402 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3850
PDF

A Fuzzy FMEA-Resilience Approach for Maintenance Planning in a Plastics Industry ‎

Abbas Al-Refaie, Eng. Hedayeh Aljundi
Abstract 203 | PDF Downloads 161 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3851
PDF

Proximal Gauss-Newton Method for Box-constrained Parameter Identification of a Nonlinear Railway Suspension System

Kristian Bredies, Enis Chenchene, Josef Fuchs, Bernd Luber
Abstract 37 | PDF Downloads 22 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3919
PDF

A Novel Prognostics and Health Management Framework to Extract System Health Requirments in the Oil and Gas Industry

Khalid Alfahdi, Hakan Gultekin, Emad Summad
Abstract 207 | PDF Downloads 157 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3933
PDF

Q residual non-parametric Distribution on Fault Detection Approach Using Unsupervised LSTM-KDE

Nur Maisarah Mohd Sobran, Zool Hilmi Ismail
Abstract 135 | PDF Downloads 67 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3941
PDF

Telemetry Monitoring System with Features Explaining Anomalies Based on Mahalanobis Distance

Shun Katsube, Hironori Sahara
Abstract 203 | PDF Downloads 107 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3945
PDF

Graphical Representation of Flight Electro-mechanical Actuators Test Data and Systems Health Monitoring Parameters Using Lissajous Patterns Enabling Automation

Sreedhar Babu , Dr A S Sekhar, Dr A Lingamurthy
Abstract 54 | PDF Downloads 34 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3965
PDF

Machine Learning Approaches for Diagnostics and Prognostics of Industrial Systems Using Open Source Data from PHM Data Challenges

Hanqi Su, Jay Lee
Abstract 116 | PDF Downloads 51 | DOI https://doi.org/10.36001/ijphm.2024.v15i2.3993
PDF