Research output per year
Research output per year
Personal profile
Research expertise keywords
- AI for Maintenance applications
- Technical Language Processing
- Prognostics and asset health
- Asset data quality
- Ontologies for Maintenance
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Dive into the research topics where Melinda Hodkiewicz is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Automatic semantic knowledge extraction from electronic forms
Wu, H., French, T., Liu, W. & Hodkiewicz, M., 23 May 2022, In: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.Research output: Contribution to journal › Article › peer-review
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Data-driven approach for labelling process plant event data
Corrêa, D., Polpo, A., Small, M., Srikanth, S., Hollins, K. & Hodkiewicz, M., 2022, In: International Journal of Prognostics and Health Management. 13, 1Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Managing streamed sensor data for mobile equipment prognostics
Griffiths, T., Corrêa, D., Hodkiewicz, M. & Polpo, A., 6 Apr 2022, In: Data-Centric Engineering. 3, 1, e11.Research output: Contribution to journal › Article › peer-review
Open Access -
An ontology for reasoning over engineering textual data stored in FMEA spreadsheet tables
Hodkiewicz, M., Klüwer, J. W., Woods, C., Smoker, T. & Low, E., Oct 2021, In: Computers in Industry. 131, 103496.Research output: Contribution to journal › Article › peer-review
3 Citations (Web of Science) -
Detecting Asset Cascading Failures Using Complex Network Analysis
Moffatt, J., Zaitouny, A., Hodkiewicz, M. R. & Small, M., 2021, In: IEEE Access. 9, p. 120624-120637 14 p., 9524642.Research output: Contribution to journal › Article › peer-review
Open Access
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ARC Training Centre for Transforming Maintenance through Data Science
Rohl, A., Small, M., Hodkiewicz, M., Loxton, R., O'Halloran, K., Tan, T., Calo, V., Reynolds, M., Liu, W., While, R., French, T., Cripps, E. & Cardell-Oliver, R.
1/01/19 → 31/12/23
Project: Research
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ARC ITRH for Offshore Floating Facilities
Watson, P., Cassidy, M., Efthymiou, M., Ivey, G., Jones, N., Cheng, L., Draper, S., Zhao, M., Randolph, M., Gaudin, C., O'Loughlin, C., Hodkiewicz, M., Cripps, E., Zhao, W., Wolgamot, H., White, D., Doherty, J., Taylor, P., Stanier, S. & Gourvenec, S.
1/01/14 → 30/12/22
Project: Research
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ARC ITRH for Offshore Floating Facilities
Watson, P., Cassidy, M., Efthymiou, M., Ivey, G., Jones, N., Cheng, L., Draper, S., Zhao, M., Randolph, M., Gaudin, C., O'Loughlin, C., Hodkiewicz, M., Cripps, E., Zhao, W., Wolgamot, H., White, D., Doherty, J., Taylor, P., Stanier, S. & Gourvenec, S.
1/01/14 → 30/12/22
Project: Research
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ARC ITRH for Offshore Floating Facilities
Watson, P., Cassidy, M., Efthymiou, M., Ivey, G., Jones, N., Cheng, L., Draper, S., Zhao, M., Randolph, M., Gaudin, C., O'Loughlin, C., Hodkiewicz, M., Cripps, E., Zhao, W., Wolgamot, H., White, D., Doherty, J., Taylor, P., Stanier, S. & Gourvenec, S.
1/01/14 → 30/12/22
Project: Research
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ARC ITRH for Offshore Floating Facilities
Watson, P., Cassidy, M., Efthymiou, M., Ivey, G., Jones, N., Cheng, L., Draper, S., Zhao, M., Randolph, M., Gaudin, C., O'Loughlin, C., Hodkiewicz, M., Cripps, E., Zhao, W., Wolgamot, H., White, D., Doherty, J., Taylor, P., Stanier, S. & Gourvenec, S.
1/01/14 → 30/12/22
Project: Research
Prizes
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Finalist in the Australia/ NZ Women in AI awards 2022 for Manufacturing category
Hodkiewicz, Melinda (Recipient), 31 Mar 2022
Prize: Award
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Fellowship of ATSE (Academy of Technological Sciences and Engineering)
Hodkiewicz, Melinda (Recipient), 1 Nov 2020
Prize: Fellowship
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Activities
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Member of Standards Australia Committee EL-069 on 'Automated Systems and Integration’
Melinda Hodkiewicz (Consultant)
17 Mar 2022 → …Activity: Industry and government engagement/consultancy › Submissions to standard setting body
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Board Member MRIWA (Minerals Research Institute of Western Australia)
Melinda Hodkiewicz (Consultant)
1 Feb 2022Activity: Industry and government engagement/consultancy › Appointment or secondment to industry
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Engineering for Change: Renewable and Future Energy
Tara Broadhurst (Speaker), Christophe Gaudin (Speaker), Britta Bienen (Speaker), Zach Aman (Speaker) & Melinda Hodkiewicz (Speaker)
30 Sep 2020Activity: Service and engagement › Public outreach/ public event
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Board Member of NOPSEMA - National Offshore Petroleum Safety and Environmental Management Authority
Melinda Hodkiewicz (Consultant)
1 Mar 2017Activity: Industry and government engagement/consultancy › Appointment or secondment to industry