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, G. Farias, S. Dormido-Canto, J. Sánchez, R. Dormido, N. Duro, S. Dormido, G. Pajares, M. Santos, J. M. De La Cruz

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

4 Citas (Scopus)

Resumen

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.

Idioma originalInglés
Título de la publicación alojada32nd EPS Conference on Plasma Physics 2005, EPS 2005, Held with the 8th International Workshop on Fast Ignition of Fusion Targets - Europhysics Conference Abstracts
Páginas1146-1149
Número de páginas4
EstadoPublicada - 2005
Publicado de forma externa
Evento32nd European Physical Society Conference on Plasma Physics and Controlled Fusion combined with the 8th International Workshop on Fast Ignition of Fusion Targets - Tarragona, Espana
Duración: 27 jun 20051 jul 2005

Serie de la publicación

Nombre32nd EPS Conference on Plasma Physics 2005, EPS 2005, Held with the 8th International Workshop on Fast Ignition of Fusion Targets - Europhysics Conference Abstracts
Volumen2

Conferencia

Conferencia32nd European Physical Society Conference on Plasma Physics and Controlled Fusion combined with the 8th International Workshop on Fast Ignition of Fusion Targets
País/TerritorioEspana
CiudadTarragona
Período27/06/051/07/05

Huella

Profundice en los temas de investigación de 'Application of intelligent classification techniques to the TJ-II thomson scattering diagnostic'. En conjunto forman una huella única.

Citar esto