2020
Sensing system for low cost condition monitoring of remote assets, Aiden Ziegelaar, Ben Travaglione, Melinda Hodkiewicz. Accept to Maintenance in the Digital Era- 4th IFAC Workshop on Advanced Maintenance Engineering, Services and Technologies, AMEST 2020, 10-11 September 2020, Cambridge University.
Digitalization and reasoning over maintenance data stored in tables, Melinda Hodkiewicz, Johan W. Klüwer, Caitlin Woods, Thomas Smoker, Wei Liu, Tim French. Accepted to Maintenance in the Digital Era- 4th IFAC Workshop on Advanced Maintenance Engineering, Services and Technologies, AMEST 2020, 10-11 September 2020, Cambridge University.
Pipeline for machine reading of unstructured maintenance work order records, Y.Gao, C.Woods, W.Liu, T.French, M.Hodkiewicz, Accepted for 30th European Safety and Reliability Conference (ESREL), Venice, Italy, Rescheduled for Nov 1-6 2020
Developing and evaluating predictive conveyor belt wear models, C.Webb, J.Sikorska, N.Khan & M.Hodkiewicz. Accepted for publication in Data-Centric Engineering Journal.
Interpretability of Survival Models for Predictive Maintenance, Paul Castle, Janet Ham, Melinda Hodkiewicz, Adriano Polpo, Accepted for 30th European Safety and Reliability Conference (ESREL), Venice, Italy, Rescheduled for Nov 1-6 2020
Towards a Reference Ontology for Maintenance Work Management, Melinda Hodkiewicz, Caitlin Woods, Emily Low, and Farhad Ameri, Accepted for 10th International conference on interoperability for enterprise systms and applications. Rescheduled for Nov 17-20, Tarbes, France
Data-driven reliability analysis of Boeing 787 Dreamliner, Guru PANDIAN, Michael PECHT, Enrico ZIO, Melinda HODKIEWICZ, Chinese Journal of Aeronautics (2020)
2019
Where do we start? Guidance for technology implementation in maintenance management for manufacturing. Brundage, M.P., Sexton, T., Morris, K.C., Hodkiewicz, M., Ameri, T., Arinez, J., Xiao, G. and Ni, J. ASME. J. Manuf. Sci. Eng. September 2019; 141(9).
ROMAIN: Towards a BFO compliant Reference Ontology for Industrial Maintenance, Karray, M.H., Ameri, F., Hodkiewicz, M. and Louge, T. Applied Ontology.
Practical and Scalable Pattern-based Ontology Engineering for Industry with Reasonable Ontology Templates (OTTR), M.G. Skjaeveland, J.W. Kluwer, Melinda Hodkiewicz, L.H. Karlsen, D.P. Lupp. Tutorial ISWC 2019, Auckland, NZ.
Agreement Behavior of Isolated Annotators for Maintenance Work-Order Data Mining, E.Hastings, T.Sexton, M.Brundage & M.Hodkiewicz, Annual meeting of Prognostics Health Management Society (PHM), Arizona, Sept 21-26, 2019
Categorization Errors for Data Entry in Maintenance Work-Orders, M.Brundage, T.Sexton & M.Hodkiewicz, Annual meeting of Prognostics Health Management Society (PHM), Arizona, Sept 21-26, 2019
Benchmarking for keyword extraction methodologies in maintenance work orders . Sexton, T., Hodkiewicz, M., Brundage, M.P. and Smoker, T. US PHM Society Annual Conference, 24-28 September 2018, Philadelphia.
Requirements for Adaptive User Interfaces for Industrial Maintenance Procedures – A discussion of context, requirements and research opportunities, Caitlin Woods, Melinda Hodkiewicz, Tim French. Accepted for the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) conference, Fremantle, Western Australia– 3rd-5th December 2019
Data Readiness as a vehicle to reduce Data Downtime and foster best practice in data science, Vicky Schneider (Amazon and The University of Melbourne), Henry Uyeme (Intrida), Joaquin Vanschoren (Eindhoven University of Technology), Mark Girolami (The Alan Turing Institute), Melinda Hodkiewicz (University of WA), Ron Kenett (KPA group), Neil Lawrence (Amazon). ENBIS19, Budapest, 2-4 September.
Data Risk Assessment Tool (DRAT) for industry-academic collaborations, Joanna Z. Sikorska, Sam Bradley, Ryan Fraser, Melinda R. Hodkiewicz, University-Industry Interaction Conference, Helsinki, June 2019.
2018
A new look at compliance with work procedures: an engagement perspective, Xiaowen Hu, Dr, Lisette Kanse, Dr, Kathy Parkes, Prof, Mark Griffin, Dr, Gillian Yeo, Prof, Melinda Hodkiewicz. Safety Science, Vol. 105, 01.06.2018, p. 46-54.
Workforce of the Future. Sue Beattie (Shell), Phil Reid (Woodside), Kenny Wang (Shell) & Melinda Hodkiewicz. AOG Panel Session. March 2018
Siri for Maintenance. Hodkiewicz, M. Field Service Management Conference, Sydney. 17-19th March, 2018.
Disruptive Potential of Smart Sensing Devices, Bartels, A. Hodkiewicz, M. Field Service Management Conference, Sydney. 17-19th March, 2018.
2017
Applying cognitive computing to maintainer-collected data, Smoker, T., French, T., Liu, W., and Hodkiewicz, M. ICSRS 2nd International Conference on System Reliability and Safety, December 20-22, 2017 Milan, Italy.
Methods of displaying and calibrating Cox Proportional Hazards models, Bharat, C., Cripps, E., Murray, K. Hodkiewicz, M. Proceedings of the IMechE: Part O Journal of Risk and Reliability, available online November 2017.
Why autonomous assets are good for reliability – the impact of ‘operator-related component’ failures on heavy mobile equipment reliability, Hodkiewicz, M.R., Batsioudis, Z., Radomiljac, T., Ho, M.T.W. 2017. Annual Conference of the Prognostics Health Management Society, 2-5 October, St. Petersburg, Florida
A Platform for data sharing across asset intensive organisations, their customers and supply chains Hodkiewicz, M, Sikorska, J.Z., Stewart, M., and Marriott, R. for the Annual Conference of the Institute of Asset Management in London, November 2017
Characterizing the Performance of LED Reflective Distance Sensors. Khubchandani, Sahil, Melinda R. Hodkiewicz, and Adrian Keating. IEEE Access 5 (2017): 14289-14297.
Are you sure you want me to follow this? A study of procedure management, user perceptions and compliance behaviour, L.Kanse, K.Parkes, MR. Hodkiewicz, X.Hu, M.Griffin. Safety Science 101 (2018) 19–32
“How Procedure Management Affects Compliance Behaviours and Safety Outcomes”, Hodkiewicz, M. Field Service Management Conference, Sydney 15-16 March 2017.
“Disruptive Capability of Smart Sensing Systems.” Travaglione, B., et al, DeepSensor – IoT in Mining, Oil & Gas, Perth, April 6, 2017.
“Speaking for themselves; maintainers in the mining industry talk about their work.” Hodkiewicz, M., Kanse, L. and Parkes, K., Maintainers II conference, April 7-9th, Hoboken, New Jersey.
“Entrepreneurs in Asset Management – Nature or Nurture”, Hodkiewicz, M., Volery, T. and Prickett, Z. Mainstream Conferences Perth 20-21st March, and Melbourne 27-28th March.
“Disruptive capability of smart sensing systems in Asset Management”, Travaglione, B., et al, Mainstream Conferences Perth 20-21st March, and Melbourne 27-28th March.
Hamiltonian Monte Carlo Sampling for Bayesian Hierarchical Regression in Prognostics, Astfalck, L. and Hodkiewicz, Asia Prognostics Health Management Conference, Seoul, August 2017.
2016
“IoT-based prognostics and systems health management for industrial applications.” Daeil Kwon, Melinda R. Hodkiewicz, Jiajie Fan, Tadahiro Shibutani, and Michael Pecht, IEEE Access 4 (2016): 3659-3670.
“A collaborative data library for testing prognostic models’, Sikorska, J. Hodkiewicz, M., D’Cruz, A., Astfalck, L.& Keating A. , 3rd European Conference of the Prognostics and Health Management Society, 5-8 July 2016, Bilabo, Spain.
2014
Maintainer of the Future, Hodkiewicz, M. and Jacobs, W. , (2014), CRC Mining (now Mining 3), Brisbane QLD.
2013
Glossary of Terms and Definitions for maintenance of In-service Assets 2013, Ho, M. & Hodkiewicz, M., CRC Mining (now Mining 3), Brisbane QLD.