Vol. 13 No. 1 (2022): Vol. 13 No. 1 (2022): International Journal of Prognostics and Health Management

Published: 2022-01-14

Technical Papers

Optimal Maintenance Policy for Corroded Oil and Gas Pipelines using Markov Decision Processes

Roohollah Heidarydashtarjandi, Jubilee Prasad-Rao, Katrina M. Groth
Abstract 152 | PDF Downloads 178 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3106
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Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision

Tilman Krokotsch, Mirko Knaak, Clemens G¨uhmann
Abstract 249 | PDF Downloads 291 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3096
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Data-driven approach for labelling process plant event data

Débora Corrêa, Adriano Polpo, Michael Small, Shreyas Srikanth, Kylie Hollins, Melinda Hodkiewicz
Abstract 864 | PDF Downloads 478 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3045
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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 70 | PDF Downloads 85 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3105
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Remaining Useful Life Prognosis of Aircraft Brakes

Theodoros Loutas, Athanasios Oikonomou, Nick Eleftheroglou, Floris Freeman, Dimitrios Zarouchas
Abstract 310 | PDF Downloads 355 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3072
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