Digital twins and their significance in engineering asset management
Krishnamenon, Madhumenon, Tuladhar, Rabin, Rahimi Azghadi, Mostafa, Loughran, Jeffrey G., and Pandey, Govinda (2022) Digital twins and their significance in engineering asset management. In: Proceedings of the International Conference on Maintenance and Intelligent Asset Management. From: ICMIAM 2021: International Conference on Maintenance and Intelligent Asset Management, 12-15 December 2021, Ballarat, VIC, Australia.
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Abstract
Developing digital replica of complex systems for the purpose of decision making is an emerging concept in various subject domains. This paper surveys the history, state of development, characteristics and key features from multiple domains and their suitability for life cycle decision making of engineered assets. The review also explores the current state of knowledge, level of abstraction and precision, limitations, benefits and future opportunities in a service-oriented application for prognostic decision making.
| Item ID: | 72672 |
|---|---|
| Item Type: | Conference Item (Research - E1) |
| ISBN: | 978-1-6654-6671-4 |
| Keywords: | Asset Management, Digital Twin, Industry 4.0, PHM |
| Copyright Information: | © IEEE |
| Date Deposited: | 01 Mar 2022 00:32 |
| FoR Codes: | 46 INFORMATION AND COMPUTING SCIENCES > 4605 Data management and data science > 460502 Data mining and knowledge discovery @ 50% 46 INFORMATION AND COMPUTING SCIENCES > 4602 Artificial intelligence > 460206 Knowledge representation and reasoning @ 50% |
| SEO Codes: | 22 INFORMATION AND COMMUNICATION SERVICES > 2204 Information systems, technologies and services > 220408 Information systems @ 50% 22 INFORMATION AND COMMUNICATION SERVICES > 2204 Information systems, technologies and services > 220403 Artificial intelligence @ 50% |
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