Melinda is the BHP Billiton Research Fellow in Engineering for Remote Operations (ERO) at UWA. Melinda specialises in Maintenance, Asset Management, Risk, Reliability, & Condition Monitoring. She is a passionate advocator for the value maintainers add and the potential for their observations help in improve reliability and as such Melinda is the Theme Leader for Theme One – Support the Maintainer. Melinda represents UWA and Theme One on the Strategic Risk and Reporting Board, Operating Committee and PhD Support Panel. Melinda is Co Supervising PhD students Ziyu Zhao, Tyler Bikaun and Chau Nguyen.
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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
