Implementation of the disruption predictor APODIS in JET's real-time network using the MARTe framework

J.M. Lopez, J. Vega, D. Alves, S. Dormido-Canto, A. Murari, J.M. Ramirez, R. Felton, M. Ruiz, G. De Arcas

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10 Citations (Scopus)

Abstract

This paper describes the implementation of a real-time disruption predictor that is based on support vector machine (SVM) classifiers. The implementation was performed under the MARTe framework on a six-core x86 architecture. The system is connected via JET's Real-time Data Network (RTDN). The online results show a high degree of successful predictions and a low rate of false alarms, thus confirming the usefulness of this approach in a disruption mitigation scheme. The implementation shows a low computational load, which will be exploited in the immediate future to increase the prediction's temporal resolution. © 2014 IEEE.
Original languageEnglish
Article number6782334
Pages (from-to)741 - 744
Number of pages4
JournalIEEE Transactions on Nuclear Science
Volume61
Issue number2
DOIs
Publication statusPublished - 2014
Externally publishedYes

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All Science Journal Classification (ASJC) codes

  • Nuclear and High Energy Physics
  • Nuclear Energy and Engineering
  • Electrical and Electronic Engineering

Cite this

Lopez, J. M., Vega, J., Alves, D., Dormido-Canto, S., Murari, A., Ramirez, J. M., ... De Arcas, G. (2014). Implementation of the disruption predictor APODIS in JET's real-time network using the MARTe framework. IEEE Transactions on Nuclear Science, 61(2), 741 - 744. [6782334]. https://doi.org/10.1109/TNS.2014.2309254