Toward DEMO power plant concept selection under epistemic uncertainty
Miralles-Dolz, Enrique and Pearce, Alexander and Morris, James and Patelli, Edoardo (2022) Toward DEMO power plant concept selection under epistemic uncertainty. IEEE Transactions on Plasma Science, 50 (11). pp. 4440-4445. ISSN 1939-9375 (https://doi.org/10.1109/tps.2022.3180233)
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Abstract
To make informed decisions during the concept selection activities of a nuclear fusion power plant, it is necessary to evaluate the impact of uncertainties on the feasibility and performance of each concept. A framework for uncertainty quantification and sensitivity analysis has been developed for the PROCESS systems code to allow the direct comparison of different DEMOnstration power plant (DEMO) power plant concepts. To account for epistemic uncertainty, the uncertainty quantification was based on interval analysis, where only the bounds of the interval have to be assumed for each uncertain parameter, and the uncertainty was propagated with Monte Carlo and Latin hypercube sampling. The sensitivity analysis was based on the pinching method, consisting of reducing the interval uncertainty of each input parameter to a baseline point one by one and measuring the uncertainty reduction in the output interval. Its application is shown using the European H-mode DEMO baseline as a use case. Results suggest that the thermal He-4 fraction in plasma, plasma elongation, and H-factor should be examined further to reduce risks on its feasibility.
ORCID iDs
Miralles-Dolz, Enrique, Pearce, Alexander, Morris, James and Patelli, Edoardo ORCID: https://orcid.org/0000-0002-5007-7247;-
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Item type: Article ID code: 81296 Dates: DateEvent30 November 2022Published13 June 2022Published Online25 May 2022AcceptedSubjects: Technology > Engineering (General). Civil engineering (General) Department: Faculty of Engineering > Civil and Environmental Engineering Depositing user: Pure Administrator Date deposited: 29 Jun 2022 13:41 Last modified: 27 Nov 2024 01:21 URI: https://strathprints.strath.ac.uk/id/eprint/81296