The use of Digital Twins for waste estimation in nuclear facilities D&D: the PLEIADES Project
Résumé
Nowadays, a considerable number of nuclear power plants worldwide have reached or will reach the end of their life and will need to be dismantled within the next decades. Dismantling and Decommissioning (D&D) of nuclear facilities is a challenging, complex and hazardous task that was never foreseen until last years. As part of D&D activities, the waste minimization and waste management have an essential interest.
The EU-funded PLEIADES (PLatform based on Emerging and Interoperable Applications for enhanced Decommissioning processES) project gathers 14 partners (academics and research organizations, SMEs and industrial companies, and a Technical Safety Organisation) representing different stakeholders and providers of the nuclear dismantling domain. Coming from 7 European countries, they join forces to demonstrate an innovative digital approach and a new methodology for improving selected key tasks related to D&D.
To achieve these goals, the project aims to develop Digital Twins (DTs) through a BIM (Building Information Modeling) technology-based platform. To structure the data, PLEIADES proposes a decommissioning-oriented ontology that provides a common understanding of the concept with specific decommissioning terminology. The developed platform provides the integration of the different data and tools.
In order to demonstrate the PLEIADES concept, 6 user stories have been defined based on 3 real life use cases from 3 different European countries: France, Norway and Spain. They allow scenarios studies and address application areas such as cost and planning, radiation exposure estimation, or waste assessment. 3 of them are directly linked to one use case and focus on comparing alternative scenarios to basic decommissioning activities such as radiological characterization or decontamination of building surfaces. The other 3 focus on risk management, uncertainties, regulatory aspects and waste management strategies.
The data feeding the DTs are crucial and require: data collection and integration, data security assurance and data completeness verification. The whole process is iterative until obtaining DTs that contain the necessary information to perform a user story. Among others, each simulation using a DT will consider a physical and radiological environment and estimate the waste produced, the waste management process and the waste management cost.
In real applications, the data constituting the DT will depend on each D&D project, but the whole methodology is applicable. This may result in the definition of best practices and the sharing of common processes.
Mots clés
data processing
data security
data completeness verification
data collection
data integration
nuclear power plant
Dismantling
Decommissioning
nuclear facility
waste minimization
waste management
radioactivity
ionizing radiation
digital platform
Digital Twin
modelling
simulation
Building Information Modeling
ontology
use case
radiological characterization
decontamination
regulatory requirements
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SafeND 2023 - THE USE OF DIGITAL TWINS FOR WASTE ESTIMATION IN NUCLEAR F.pdf (1.89 Mo)
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Fichier principal
sand-2023-116-manuscript-version1.pdf (258.51 Ko)
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