Digital twin challenges and opportunities for nuclear fuel manufacturing applications

Bandala Sanchez, Manuel and Chard, Patrick and Cockbain, Neil and Dunphy, David and Eaves, David and Hutchinson, Daniel and Lee, Darren and Ma, Xiandong and Marshall, Stephen and Murray, Paul and Parker, Andrew and Stirzaker, Paul and Taylor, C. James and Zabalza, Jaime and Joyce, Malcolm (2024) Digital twin challenges and opportunities for nuclear fuel manufacturing applications. Nuclear Engineering and Design, 420: 113013. ISSN 0029-5493

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Abstract

There have been a number of digital twin (DT) frameworks proposed for multiple disciplines in recent years. However, there is a need to develop systematic methodologies to improve our ability to produce DT solutions for the nuclear fuel industry considering specific requirements and conditions exclusive to the nuclear fuel manufacturing cycle. A methodology tailored for nuclear fuel production is presented in this paper. Due to the nature of the chemical processes involved in fuel manufacturing, we highlight the importance of using a combination of physics-based and data-driven modelling. We introduce key technologies for DT construction and the technical challenges for DT are discussed. Furthermore, we depict typical application scenarios, such as key stages of the nuclear manufacturing cycle. Finally, a number of technology issues and research questions related to DT and nuclear fuel manufacturing are identified.

Item Type:
Journal Article
Journal or Publication Title:
Nuclear Engineering and Design
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/2500/2500
Subjects:
?? digital twinphysics-based modellingdata-driven modellingmanufacturingnuclear fuelgeneral materials sciencemechanical engineeringnuclear energy and engineeringwaste management and disposalsafety, risk, reliability and qualitynuclear and high energy physics ??
ID Code:
214758
Deposited By:
Deposited On:
16 Feb 2024 14:30
Refereed?:
Yes
Published?:
Published
Last Modified:
26 Sep 2024 01:05