A control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactors

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorAho-Mantila, L.en_US
dc.contributor.authorAirila, M.en_US
dc.contributor.authorAkhtar, M.en_US
dc.contributor.authorAli, M.en_US
dc.contributor.authorChang, C. S.en_US
dc.contributor.authorChone, L.en_US
dc.contributor.authorCollins, J.en_US
dc.contributor.authorCollins, S.en_US
dc.contributor.authorDawson, K.en_US
dc.contributor.authorEriksson, J.en_US
dc.contributor.authorEriksson, L. G.en_US
dc.contributor.authorFagan, D.en_US
dc.contributor.authorGao, Y.en_US
dc.contributor.authorGonçalves, B.en_US
dc.contributor.authorGroth, M.en_US
dc.contributor.authorHakola, A.en_US
dc.contributor.authorHorsten, N.en_US
dc.contributor.authorHorton, A.en_US
dc.contributor.authorHu, Z.en_US
dc.contributor.authorKilpeläinen, J.en_US
dc.contributor.authorKim, C.en_US
dc.contributor.authorKim, S. H.en_US
dc.contributor.authorKing, D. B.en_US
dc.contributor.authorKirjasuo, A.en_US
dc.contributor.authorKiviniemi, T.en_US
dc.contributor.authorKumpulainen, H.en_US
dc.contributor.authorKurki-Suonio, T.en_US
dc.contributor.authorLee, S. E.en_US
dc.contributor.authorLeerink, S.en_US
dc.contributor.authorLeppänen, J.en_US
dc.contributor.authorLi, L.en_US
dc.contributor.authorLi, Y.en_US
dc.contributor.authorLiu, F.en_US
dc.contributor.authorLomanowski, B.en_US
dc.contributor.authorLópez, J. M.en_US
dc.contributor.authorMachielsen, M.en_US
dc.contributor.authorMäenpää, R.en_US
dc.contributor.authorMarin, M.en_US
dc.contributor.authorMartin, A.en_US
dc.contributor.authorMiyamoto, M.en_US
dc.contributor.authorMoon, S.en_US
dc.contributor.authorMoradi, S.en_US
dc.contributor.authorMoulton, D.en_US
dc.contributor.authorNa, Yong Suen_US
dc.contributor.authorNordman, H.en_US
dc.contributor.authorRossi, R.en_US
dc.contributor.authorRubel, M.en_US
dc.contributor.authorSalmi, A.en_US
dc.contributor.authorSärkimäki, K.en_US
dc.contributor.authorSchneider, P. A.en_US
dc.contributor.authorSilva, C.en_US
dc.contributor.authorSilva, J.en_US
dc.contributor.authorSimpson, J.en_US
dc.contributor.authorSipilä, S. K.en_US
dc.contributor.authorSolokha, V.en_US
dc.contributor.authorSun, H. J.en_US
dc.contributor.authorTan, H.en_US
dc.contributor.authorVarje, J.en_US
dc.contributor.authorVirtanen, A. J.en_US
dc.contributor.authorde Vries, P.en_US
dc.contributor.authorWang, N.en_US
dc.contributor.authorWest, A.en_US
dc.contributor.authorWood, R.en_US
dc.contributor.authorXu, T.en_US
dc.contributor.authorYang, Y.en_US
dc.contributor.authorZhang, W.en_US
dc.contributor.authorZhou, Y.en_US
dc.contributor.author, JET Contributorsen_US
dc.contributor.departmentDepartment of Applied Physicsen
dc.contributor.groupauthorFusion and Plasma Physicsen
dc.contributor.organizationVTT Technical Research Centre of Finlanden_US
dc.contributor.organizationCulham Science Centreen_US
dc.contributor.organizationPrinceton Plasma Physics Laboratoryen_US
dc.contributor.organizationUppsala Universityen_US
dc.contributor.organizationEuropean Commissionen_US
dc.contributor.organizationForschungszentrum Jülichen_US
dc.contributor.organizationUniversidade de Lisboaen_US
dc.contributor.organizationUniversity of Milano-Bicoccaen_US
dc.contributor.organizationDepartment of Applied Physicsen_US
dc.contributor.organizationGeneral Atomicsen_US
dc.contributor.organizationITERen_US
dc.contributor.organizationUniversity of Toyamaen_US
dc.contributor.organizationFrench Alternative Energies and Atomic Energy Commissionen_US
dc.contributor.organizationTechnical University of Madriden_US
dc.contributor.organizationSwiss Federal Institute of Technology Lausanneen_US
dc.contributor.organizationDutch Institute for Fundamental Energy Researchen_US
dc.contributor.organizationShimane Universityen_US
dc.contributor.organizationKTH Royal Institute of Technologyen_US
dc.contributor.organizationRoyal Military Academyen_US
dc.contributor.organizationSeoul National Universityen_US
dc.contributor.organizationConsorzio CREATEen_US
dc.contributor.organizationUniversity of Rome Tor Vergataen_US
dc.contributor.organizationMax-Planck-Institut für Plasmaphysiken_US
dc.contributor.organizationAalto Universityen_US
dc.contributor.organizationOak Ridge National Laboratoryen_US
dc.contributor.organizationChalmers University of Technologyen_US
dc.date.accessioned2024-11-21T14:42:34Z
dc.date.available2024-11-21T14:42:34Z
dc.date.issued2024-12en_US
dc.descriptionPublisher Copyright: © The Author(s) 2024.
dc.description.abstractThe objective of thermonuclear fusion consists of producing electricity from the coalescence of light nuclei in high temperature plasmas. The most promising route to fusion envisages the confinement of such plasmas with magnetic fields, whose most studied configuration is the tokamak. Disruptions are catastrophic collapses affecting all tokamak devices and one of the main potential showstoppers on the route to a commercial reactor. In this work we report how, deploying innovative analysis methods on thousands of JET experiments covering the isotopic compositions from hydrogen to full tritium and including the major D-T campaign, the nature of the various forms of collapse is investigated in all phases of the discharges. An original approach to proximity detection has been developed, which allows determining both the probability of and the time interval remaining before an incoming disruption, with adaptive, from scratch, real time compatible techniques. The results indicate that physics based prediction and control tools can be developed, to deploy realistic strategies of disruption avoidance and prevention, meeting the requirements of the next generation of devices.en
dc.description.versionPeer revieweden
dc.format.extent19
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationAho-Mantila, L, Airila, M, Akhtar, M, Ali, M, Chang, C S, Chone, L, Collins, J, Collins, S, Dawson, K, Eriksson, J, Eriksson, L G, Fagan, D, Gao, Y, Gonçalves, B, Groth, M, Hakola, A, Horsten, N, Horton, A, Hu, Z, Kilpeläinen, J, Kim, C, Kim, S H, King, D B, Kirjasuo, A, Kiviniemi, T, Kumpulainen, H, Kurki-Suonio, T, Lee, S E, Leerink, S, Leppänen, J, Li, L, Li, Y, Liu, F, Lomanowski, B, López, J M, Machielsen, M, Mäenpää, R, Marin, M, Martin, A, Martin, A, Miyamoto, M, Moon, S, Moradi, S, Moulton, D, Na, Y S, Nordman, H, Rossi, R, Rubel, M, Salmi, A, Särkimäki, K, Schneider, P A, Silva, C, Silva, J, Simpson, J, Sipilä, S K, Solokha, V, Sun, H J, Tan, H, Varje, J, Virtanen, A J, de Vries, P, Wang, N, West, A, Wood, R, Xu, T, Yang, Y, Zhang, W, Zhou, Y & JET Contributors 2024, 'A control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactors', Nature Communications, vol. 15, no. 1, 2424, pp. 1-19. https://doi.org/10.1038/s41467-024-46242-7en
dc.identifier.doi10.1038/s41467-024-46242-7en_US
dc.identifier.issn2041-1723
dc.identifier.otherPURE UUID: 0c15d5fa-048d-442d-988d-4e94e9ee04b0en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/0c15d5fa-048d-442d-988d-4e94e9ee04b0en_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/164668747/A_control_oriented_strategy_of_disruption_prediction_to_avoid_the_configuration_collapse_of_tokamak_reactors.pdf
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/131874
dc.identifier.urnURN:NBN:fi:aalto-202411217387
dc.language.isoenen
dc.publisherNature Publishing Group
dc.relation.ispartofseriesNature Communicationsen
dc.relation.ispartofseriesVolume 15, issue 1, pp. 1-19en
dc.rightsopenAccessen
dc.titleA control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactorsen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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