A control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactors
| dc.contributor | Aalto-yliopisto | fi |
| dc.contributor | Aalto University | en |
| dc.contributor.author | Aho-Mantila, L. | en_US |
| dc.contributor.author | Airila, M. | en_US |
| dc.contributor.author | Akhtar, M. | en_US |
| dc.contributor.author | Ali, M. | en_US |
| dc.contributor.author | Chang, C. S. | en_US |
| dc.contributor.author | Chone, L. | en_US |
| dc.contributor.author | Collins, J. | en_US |
| dc.contributor.author | Collins, S. | en_US |
| dc.contributor.author | Dawson, K. | en_US |
| dc.contributor.author | Eriksson, J. | en_US |
| dc.contributor.author | Eriksson, L. G. | en_US |
| dc.contributor.author | Fagan, D. | en_US |
| dc.contributor.author | Gao, Y. | en_US |
| dc.contributor.author | Gonçalves, B. | en_US |
| dc.contributor.author | Groth, M. | en_US |
| dc.contributor.author | Hakola, A. | en_US |
| dc.contributor.author | Horsten, N. | en_US |
| dc.contributor.author | Horton, A. | en_US |
| dc.contributor.author | Hu, Z. | en_US |
| dc.contributor.author | Kilpeläinen, J. | en_US |
| dc.contributor.author | Kim, C. | en_US |
| dc.contributor.author | Kim, S. H. | en_US |
| dc.contributor.author | King, D. B. | en_US |
| dc.contributor.author | Kirjasuo, A. | en_US |
| dc.contributor.author | Kiviniemi, T. | en_US |
| dc.contributor.author | Kumpulainen, H. | en_US |
| dc.contributor.author | Kurki-Suonio, T. | en_US |
| dc.contributor.author | Lee, S. E. | en_US |
| dc.contributor.author | Leerink, S. | en_US |
| dc.contributor.author | Leppänen, J. | en_US |
| dc.contributor.author | Li, L. | en_US |
| dc.contributor.author | Li, Y. | en_US |
| dc.contributor.author | Liu, F. | en_US |
| dc.contributor.author | Lomanowski, B. | en_US |
| dc.contributor.author | López, J. M. | en_US |
| dc.contributor.author | Machielsen, M. | en_US |
| dc.contributor.author | Mäenpää, R. | en_US |
| dc.contributor.author | Marin, M. | en_US |
| dc.contributor.author | Martin, A. | en_US |
| dc.contributor.author | Miyamoto, M. | en_US |
| dc.contributor.author | Moon, S. | en_US |
| dc.contributor.author | Moradi, S. | en_US |
| dc.contributor.author | Moulton, D. | en_US |
| dc.contributor.author | Na, Yong Su | en_US |
| dc.contributor.author | Nordman, H. | en_US |
| dc.contributor.author | Rossi, R. | en_US |
| dc.contributor.author | Rubel, M. | en_US |
| dc.contributor.author | Salmi, A. | en_US |
| dc.contributor.author | Särkimäki, K. | en_US |
| dc.contributor.author | Schneider, P. A. | en_US |
| dc.contributor.author | Silva, C. | en_US |
| dc.contributor.author | Silva, J. | en_US |
| dc.contributor.author | Simpson, J. | en_US |
| dc.contributor.author | Sipilä, S. K. | en_US |
| dc.contributor.author | Solokha, V. | en_US |
| dc.contributor.author | Sun, H. J. | en_US |
| dc.contributor.author | Tan, H. | en_US |
| dc.contributor.author | Varje, J. | en_US |
| dc.contributor.author | Virtanen, A. J. | en_US |
| dc.contributor.author | de Vries, P. | en_US |
| dc.contributor.author | Wang, N. | en_US |
| dc.contributor.author | West, A. | en_US |
| dc.contributor.author | Wood, R. | en_US |
| dc.contributor.author | Xu, T. | en_US |
| dc.contributor.author | Yang, Y. | en_US |
| dc.contributor.author | Zhang, W. | en_US |
| dc.contributor.author | Zhou, Y. | en_US |
| dc.contributor.author | , JET Contributors | en_US |
| dc.contributor.department | Department of Applied Physics | en |
| dc.contributor.groupauthor | Fusion and Plasma Physics | en |
| dc.contributor.organization | VTT Technical Research Centre of Finland | en_US |
| dc.contributor.organization | Culham Science Centre | en_US |
| dc.contributor.organization | Princeton Plasma Physics Laboratory | en_US |
| dc.contributor.organization | Uppsala University | en_US |
| dc.contributor.organization | European Commission | en_US |
| dc.contributor.organization | Forschungszentrum Jülich | en_US |
| dc.contributor.organization | Universidade de Lisboa | en_US |
| dc.contributor.organization | University of Milano-Bicocca | en_US |
| dc.contributor.organization | Department of Applied Physics | en_US |
| dc.contributor.organization | General Atomics | en_US |
| dc.contributor.organization | ITER | en_US |
| dc.contributor.organization | University of Toyama | en_US |
| dc.contributor.organization | French Alternative Energies and Atomic Energy Commission | en_US |
| dc.contributor.organization | Technical University of Madrid | en_US |
| dc.contributor.organization | Swiss Federal Institute of Technology Lausanne | en_US |
| dc.contributor.organization | Dutch Institute for Fundamental Energy Research | en_US |
| dc.contributor.organization | Shimane University | en_US |
| dc.contributor.organization | KTH Royal Institute of Technology | en_US |
| dc.contributor.organization | Royal Military Academy | en_US |
| dc.contributor.organization | Seoul National University | en_US |
| dc.contributor.organization | Consorzio CREATE | en_US |
| dc.contributor.organization | University of Rome Tor Vergata | en_US |
| dc.contributor.organization | Max-Planck-Institut für Plasmaphysik | en_US |
| dc.contributor.organization | Aalto University | en_US |
| dc.contributor.organization | Oak Ridge National Laboratory | en_US |
| dc.contributor.organization | Chalmers University of Technology | en_US |
| dc.date.accessioned | 2024-11-21T14:42:34Z | |
| dc.date.available | 2024-11-21T14:42:34Z | |
| dc.date.issued | 2024-12 | en_US |
| dc.description | Publisher Copyright: © The Author(s) 2024. | |
| dc.description.abstract | The 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.version | Peer reviewed | en |
| dc.format.extent | 19 | |
| dc.format.mimetype | application/pdf | en_US |
| dc.identifier.citation | Aho-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/s41467-024-46242-7 | en |
| dc.identifier.doi | 10.1038/s41467-024-46242-7 | en_US |
| dc.identifier.issn | 2041-1723 | |
| dc.identifier.other | PURE UUID: 0c15d5fa-048d-442d-988d-4e94e9ee04b0 | en_US |
| dc.identifier.other | PURE ITEMURL: https://research.aalto.fi/en/publications/0c15d5fa-048d-442d-988d-4e94e9ee04b0 | en_US |
| dc.identifier.other | PURE 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.uri | https://aaltodoc.aalto.fi/handle/123456789/131874 | |
| dc.identifier.urn | URN:NBN:fi:aalto-202411217387 | |
| dc.language.iso | en | en |
| dc.publisher | Nature Publishing Group | |
| dc.relation.ispartofseries | Nature Communications | en |
| dc.relation.ispartofseries | Volume 15, issue 1, pp. 1-19 | en |
| dc.rights | openAccess | en |
| dc.title | A control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactors | en |
| dc.type | A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä | fi |
| dc.type.version | publishedVersion |