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Projects
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Publications
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Page:Embedding data science innovations in organizations: a new workflow approach —
Dr Keyao Li
Authors: Li, K., Griffin, M.A., Barker, T., Prickett, Z., Hodkiewicz, M.R., Kozman, J., and Chirgwin, P.
2023-11-03
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Page:Informative Bayesian Survival Analysis to Handle Heavy Censoring in Lifetime Data —
Conference Publishing
Ryan Leadbetter
Authors: Ryan Leadbetter; Aloke Phatak; Adriano Polpo; Melinda Hodkiewicz
2021-12-15
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Page:Managing streamed sensor data for mobile equipment prognostics. —
Journal Article
Dr Debora Correa
Authors: Griffiths, T., Corrêa, D., Hodkiewicz, M., & Polpo, A. (2022). Managing streamed sensor data for mobile equipment prognostics. Data-Centric Engineering, 3, E11. doi:10.1017/dce.2022.4
2022-04-07
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Page:Data-Driven Approach for Labelling Process Plant Event Data —
Journal Article
Dr Debora Correa
Authors: Débora Corrêa, Adriano Polpo, Michael Small, Shreyas Srikanth, Kylie Hollins, Melinda Hodkiewicz
2022-01-24
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Page:Detecting Asset Cascading Failures Using Complex Network Analysis —
Journal Article
Dr Ayham Zaitouny
Authors: Jaymin Moffatt; Ayham Zaitouny; Melinda Hodkiewicz; Michael Small
2021-08-27
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Page:Rethinking maintenance terminology for an industry 4.0 future —
Journal Article
Prof Melinda Hodkiewicz
Authors: Melinda Hodkiewicz, Sarah Lukens, Michael P. Brundage, Thurston Sexton
2021-03-21
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Page:Using job characteristics to inform interface design for industrial maintenance procedures —
Conference Publishing
Prof Mark Griffin
Authors: Woods, C., Griffin, M. A., French, T., & Hodkiewicz, M. (2021)
2021-05-06
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Page:Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance —
Journal Article
Braden Thorne
Authors: Thorne, B., Jüngling, T., Small, M., & Hodkiewicz, M. (2021).
2021-03-01
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Page:An ontology for reasoning over engineering textual data stored inFMEA spreadsheet tables —
Journal Article
Prof Melinda Hodkiewicz
Authors: Melinda Hodkiewicza,∗, Johan W. Klüwerb, Caitlin Woodsc, Thomas Smokerc, Emily Low
2021-05-27
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Page:Variable Selection for Conveyor-Belt Mean Wear Rate Prediction —
Journal Article
Prof Melinda Hodkiewicz
Authors: Joanna Z Sikorska*, Callum Webb, Nazim Khan and Melinda Hodkiewicz
2021-02-26
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Page:Pipeline for machine reading of unstructured maintenance work order records —
Conference Publishing
A/Prof Wei Liu
Authors: Yiyang Gao, Caitlin Woods, Tim French, Melinda Hodkiewicz
2020-11-01
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Page:Interpretable Survival Models for Predictive Maintenance —
Conference Publishing
A/Prof Adriano Polpo
Authors: Paul Castle, Janet Ham, Melinda Hodkiewicz, Adriano Polpo
2020-11-01
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Page:Template Libraries for Industrial Asset Maintenance: A methodology for scalable and maintainable ontologies —
Conference Publishing
Prof Melinda Hodkiewicz
Authors: Lupp, D.L., Hodkiewicz, M., and Skjæveland, M.G.
2020-11-02
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Page:DRAT: Data risk assessment Tool for University-Industry collaborations —
Journal Article
Prof Melinda Hodkiewicz
Authors: Sikorska, J., Bradley, S., Hodkiewicz, M. and Fraser, R.
2020-12-11
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Page:Technical Language Processing: Unlocking Maintenance Knowledge —
Journal Article
Prof Melinda Hodkiewicz
Authors: Michael P. Brundage, Thurston Sexton, Melinda Hodkiewicz, Alden Dima, Sarah Lukens
2020-12-11
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Page:Sensing system for low cost condition monitoring of remote assets —
Conference Publishing
Prof Melinda Hodkiewicz
Authors: Aiden J.Ziegelaar, Ben C.Travaglione, Melinda R.Hodkiewicz
2020-12-18
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Page:Digitalization and reasoning over engineering textual data stored in spreadsheet tables —
Conference Publishing
Prof Melinda Hodkiewicz
Authors: Melinda Hodkiewicz, Johan W. Klüwer, Caitlin Woods, Thomas Smoker, Tim French
2020-12-18
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Page:Framework for Validation of Permanently Installed MEMS-Based Acquisition Devices Using Soft Sensor Models —
Journal Article
Prof Melinda Hodkiewicz
Authors: A Bartels, E Cripps, A Keating, I Milne, B Travaglione, M Hodkiewicz
2020-07-28
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Page:Developing and evaluating predictive conveyor belt wear models —
Journal Article
Prof Melinda Hodkiewicz
Authors: Callum Webb, Joanna Sikorska, Ramzan Nazim Khan, Melinda Hodkiewicz
2020-06-18
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Awards and Prizes
Demos
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