Application of intelligent classification techniques to the TJ-II thomson scattering diagnostic

J. Vega, I. Pastor, J. L. Cereceda, A. Pereira, J. Herranz, D. Pérez, M. C. Rodríguez, GONZALO ALBERTO FARIAS CASTRO, S. Dormido-Canto, J. Sánchez, R. Dormido, N. Duro, S. Dormido, G. Pajares, M. Santos, J. M. De La Cruz

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

Intelligent classification techniques can help to automate data analyses processes in a fusion environment. The data acquisition program of the TJ-II Thomson diagnostic has been synchronized with the TJ-II synchronization system and also, an automated image classification method has been implemented. The classification stage has been based on "Support Vector Machines" mainly due to the efficiency of computation during both system training and image evaluation. After image acquisition, the classifier identifies the kind of image that has been produced and, according to it, the corresponding analysis processes can be executed.

Original languageEnglish
Title of host publication32nd EPS Conference on Plasma Physics 2005, EPS 2005, Held with the 8th International Workshop on Fast Ignition of Fusion Targets - Europhysics Conference Abstracts
Pages1146-1149
Number of pages4
StatePublished - 1 Dec 2005
Event32nd European Physical Society Conference on Plasma Physics and Controlled Fusion combined with the 8th International Workshop on Fast Ignition of Fusion Targets - Tarragona, Spain
Duration: 27 Jun 20051 Jul 2005

Publication series

Name32nd EPS Conference on Plasma Physics 2005, EPS 2005, Held with the 8th International Workshop on Fast Ignition of Fusion Targets - Europhysics Conference Abstracts
Volume2

Conference

Conference32nd European Physical Society Conference on Plasma Physics and Controlled Fusion combined with the 8th International Workshop on Fast Ignition of Fusion Targets
CountrySpain
CityTarragona
Period27/06/051/07/05

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