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 2339 | PDF Downloads 1826 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3045
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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 1793 | PDF Downloads 1529 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3064
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Remaining Useful Life Prognosis of Aircraft Brakes

Theodoros Loutas, Athanasios Oikonomou, Nick Eleftheroglou, Floris Freeman, Dimitrios Zarouchas
Abstract 2606 | PDF Downloads 1605 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3072
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Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision

Tilman Krokotsch, Mirko Knaak, Clemens G¨uhmann
Abstract 1578 | PDF Downloads 1174 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3096
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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 1464 | PDF Downloads 1106 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3105
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Optimal Maintenance Policy for Corroded Oil and Gas Pipelines using Markov Decision Processes

Roohollah Heidarydashtarjandi, Jubilee Prasad-Rao, Katrina M. Groth
Abstract 1628 | PDF Downloads 1427 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3106
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Emergence of Machine Learning Techniques in Ultrasonic Guided Wave-based Structural Health Monitoring

Afshin Sattarifar, Tamara Nestorović
Abstract 4298 | PDF Downloads 2066 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3107
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Development of Short-Term Forecasting Models Using Plant Asset Data and Feature Selection

Cody Walker, Pradeep Ramuhalli, Vivek Agarwal, Nancy Lybeck, Mike Taylor
Abstract 1185 | PDF Downloads 918 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3120
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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 2723 | PDF Downloads 1589 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3134
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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 1830 | PDF Downloads 1056 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3115
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