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2020 | OriginalPaper | Buchkapitel

6. Tokamak Disruption Detection

verfasst von : Michael Paluszek, Stephanie Thomas

Erschienen in: Practical MATLAB Deep Learning

Verlag: Apress

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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.

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Literatur
[2]
Zurück zum Zitat 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]
Zurück zum Zitat 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]
Zurück zum Zitat 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]
Zurück zum Zitat 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]
Zurück zum Zitat 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]
Zurück zum Zitat 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]
Zurück zum Zitat 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]
Zurück zum Zitat 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]
Zurück zum Zitat 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.
Metadaten
Titel
Tokamak Disruption Detection
verfasst von
Michael Paluszek
Stephanie Thomas
Copyright-Jahr
2020
Verlag
Apress
DOI
https://doi.org/10.1007/978-1-4842-5124-9_6

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