Skip to main content
Top

2020 | OriginalPaper | Chapter

6. Tokamak Disruption Detection

Authors : Michael Paluszek, Stephanie Thomas

Published in: Practical MATLAB Deep Learning

Publisher: Apress

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Tokamaks are fusion machines that are under development to produce baseload power. Baseload power is power that is produced 24/7 and provides the base for powering the electric grid. The International Tokamak Experimental Reactor (ITER) is an international project that will produce net power from a Tokamak. Net power means the Tokamak produces more energy than it consumes. Consumption includes heating the plasma, controlling it, and powering all the auxiliary systems needed to maintain the plasma. It will allow researchers to study the physics of the Tokamak which will hopefully lead the way toward operational machines. A Tokamak is shown in Figure 6.1. The inner poloidal field coils act like a transformer to initiate a plasma current. The outer poloidal and toroidal coils maintain the plasma. The plasma current itself produces its own magnetic field and induces currents in the other coils.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
[2]
go back to reference M.M.M. Al-Husari, B. Hendel, I.M. Jaimoukha, E.M. Kasenally, D.J.N. Limebeer, and A. Portone. Vertical stabilisation of Tokamak Plasmas. In Proceedings of the 30th Conference on Decision and Control, December 1992. M.M.M. Al-Husari, B. Hendel, I.M. Jaimoukha, E.M. Kasenally, D.J.N. Limebeer, and A. Portone. Vertical stabilisation of Tokamak Plasmas. In Proceedings of the 30th Conference on Decision and Control, December 1992.
[8]
go back to reference Barbara Cannas, Gabriele Murgia, A Fanni, Piergiorgio Sonato, Augusto Montisci, and M.K. Zedda. Dynamic Neural Networks for Prediction of Disruptions in Tokamaks. CEUR Workshop Proceedings, 284, 01 2007. Barbara Cannas, Gabriele Murgia, A Fanni, Piergiorgio Sonato, Augusto Montisci, and M.K. Zedda. Dynamic Neural Networks for Prediction of Disruptions in Tokamaks. CEUR Workshop Proceedings, 284, 01 2007.
[9]
go back to reference Wroblewski D. and et al. Tokamak disruption alarm based on neural network model of high-beta limit. Nuclear Fusion, 37(725), 11 1997. Wroblewski D. and et al. Tokamak disruption alarm based on neural network model of high-beta limit. Nuclear Fusion, 37(725), 11 1997.
[17]
go back to reference Diederik P. Kingma and Jimmy Lei Ba. ADAM: A METHOD FOR STOCHASTIC OPTIMIZATION. 2015. Diederik P. Kingma and Jimmy Lei Ba. ADAM: A METHOD FOR STOCHASTIC OPTIMIZATION. 2015.
[18]
go back to reference Y. Liang and JET EFDA Contributors. Overview of Edge Localized Modes Control in Tokamak Palsama. Technical Report Preprint of Paper for Fusion Science and Technology, JET-EFDA. Y. Liang and JET EFDA Contributors. Overview of Edge Localized Modes Control in Tokamak Palsama. Technical Report Preprint of Paper for Fusion Science and Technology, JET-EFDA.
[22]
go back to reference G.A. Ratta, J. Vega, A. Murari, the EUROfusion MST Team, and JET Contributors. AUG-JET cross-tokamak disruption predictor. In 2nd IAEA TM, 2017. G.A. Ratta, J. Vega, A. Murari, the EUROfusion MST Team, and JET Contributors. AUG-JET cross-tokamak disruption predictor. In 2nd IAEA TM, 2017.
[25]
go back to reference Paul A. Samuelson. Mathematics of speculative price. SIAM Review, 15(1):1–42, 1973. Paul A. Samuelson. Mathematics of speculative price. SIAM Review, 15(1):1–42, 1973.
[26]
go back to reference R.O. Sayer, Y.K.M. Peng, J.C. Wesley, S.C. Jardin, CA General Atomics, San Diego, and NJ Princeton Univ. ITER disruption modeling using TSC (Tokamak Simulation Code). 11 1989. R.O. Sayer, Y.K.M. Peng, J.C. Wesley, S.C. Jardin, CA General Atomics, San Diego, and NJ Princeton Univ. ITER disruption modeling using TSC (Tokamak Simulation Code). 11 1989.
[27]
go back to reference Luigi. Scibile. Non-linear control of the plasma vertical position in a tokamak. PhD thesis, University of Oxford, 1997. Luigi. Scibile. Non-linear control of the plasma vertical position in a tokamak. PhD thesis, University of Oxford, 1997.
Metadata
Title
Tokamak Disruption Detection
Authors
Michael Paluszek
Stephanie Thomas
Copyright Year
2020
Publisher
Apress
DOI
https://doi.org/10.1007/978-1-4842-5124-9_6

Premium Partner