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 1661 | PDF Downloads 1047 | 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 1048 | PDF Downloads 719 | 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 1548 | PDF Downloads 1036 | 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 880 | PDF Downloads 796 | 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 813 | PDF Downloads 539 | 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 862 | PDF Downloads 783 | 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 2531 | PDF Downloads 905 | 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 532 | PDF Downloads 436 | 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 1605 | PDF Downloads 734 | 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 1239 | PDF Downloads 550 | DOI https://doi.org/10.36001/ijphm.2022.v13i1.3115
PDF