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Vol. 13 No. 1 (2022): International Journal of Prognostics and Health Management
Vol. 13 No. 1 (2022): International Journal of Prognostics and Health Management
Published:
2022-01-14
Technical Papers
Data-driven approach for labelling process plant event data
Débora Corrêa, Adriano Polpo, Michael Small, Shreyas Srikanth, Kylie Hollins, Melinda Hodkiewicz
Abstract
1821 | PDF Downloads
1192 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3045
PDF
Development of a Model for Predicting Brake Friction Lining Thickness and Brake Temperature
Rushikesh Pawar, Rushikesh Patil, Dhananjay Patil, Aditi Rahegaonkar, Sujit Pardeshi, Abhishek Patange
Abstract
1238 | PDF Downloads
875 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3064
PDF
Remaining Useful Life Prognosis of Aircraft Brakes
Theodoros Loutas, Athanasios Oikonomou, Nick Eleftheroglou, Floris Freeman, Dimitrios Zarouchas
Abstract
1789 | PDF Downloads
1188 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3072
PDF
Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision
Tilman Krokotsch, Mirko Knaak, Clemens G¨uhmann
Abstract
1037 | PDF Downloads
867 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3096
PDF
Condition Classification of Fibre Ropes during Cyclic Bend over Sheave testing Using Machine Learning
Shaun Falconer, Peter Krause, Thomas Bäck, Ellen Nordgård-Hansen, Geir Grasmo
Abstract
943 | PDF Downloads
632 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3105
PDF
Optimal Maintenance Policy for Corroded Oil and Gas Pipelines using Markov Decision Processes
Roohollah Heidarydashtarjandi, Jubilee Prasad-Rao, Katrina M. Groth
Abstract
994 | PDF Downloads
939 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3106
PDF
Emergence of Machine Learning Techniques in Ultrasonic Guided Wave-based Structural Health Monitoring
Afshin Sattarifar, Tamara Nestorović
Abstract
2921 | PDF Downloads
1088 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3107
PDF
Development of Short-Term Forecasting Models Using Plant Asset Data and Feature Selection
Cody Walker, Pradeep Ramuhalli, Vivek Agarwal, Nancy Lybeck, Mike Taylor
Abstract
677 | PDF Downloads
518 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3120
PDF
Review for State-of-the-Art Health Monitoring Technologies on Airframe Fuel Pumps
Tedja Verhulst, David Judt, Craig Lawson, Yongmann Chung, Osama Al-Tayawe, Geoff Ward
Abstract
1921 | PDF Downloads
980 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3134
PDF
Technical Briefs
Long-term Evaluation of the State-of-Health of Traction Lithium-ion Batteries in Operational Buses
Miguel Simão, Rune Prytz, Sławomir Nowaczyk
Abstract
1338 | PDF Downloads
649 |
DOI
https://doi.org/10.36001/ijphm.2022.v13i1.3115
PDF
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