Simulator of the JET real-time disruption predictor

López Navarro, Juan Manuel; Ruiz González, Mariano; Arcas Castro, Guillermo de; Dormido-Canto, Sebastián; Vega Sánchez, Jesús; Murari, Andrea y Ramirez Pérez, Jesús Manuel (2012). Simulator of the JET real-time disruption predictor. En: "7 th Workshop on Fusion Data Processing Validation and Analysis, March 27, 2012", 26/03/2012 - 28/03/2012, Frascati, Roma, Italia. pp. 1-20.

Descripción

Título: Simulator of the JET real-time disruption predictor
Autor/es:
  • López Navarro, Juan Manuel
  • Ruiz González, Mariano
  • Arcas Castro, Guillermo de
  • Dormido-Canto, Sebastián
  • Vega Sánchez, Jesús
  • Murari, Andrea
  • Ramirez Pérez, Jesús Manuel
Tipo de Documento: Ponencia en Congreso o Jornada (Lectura)
Título del Evento: 7 th Workshop on Fusion Data Processing Validation and Analysis, March 27, 2012
Fechas del Evento: 26/03/2012 - 28/03/2012
Lugar del Evento: Frascati, Roma, Italia
Título del Libro: Publicado en página web del Congreso 7 th Workshop on Fusion Data Processing Validation and Analysis, March 27, 2012
Fecha: Marzo 2012
Materias:
Escuela: E.U.I.T. Telecomunicación (UPM) [antigua denominación]
Departamento: Sistemas Electrónicos y de Control [hasta 2014]
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

A disruption predictor based on support vector machines (SVM) has been developed to be used in JET. The training process uses thousands of discharges and, therefore, high performance computing has been necessary to obtain the models. To this respect, several models have been generated with data from different JET campaigns. In addition, various kernels (mainly linear and RBF) and parameters have been tested. The main objective of this work has been the implementation of the predictor model under real-time constraints. A “C-code” software application has been developed to simulate the real-time behavior of the predictor. The application reads the signals from the JET database and simulates the real-time data processing, in particular, the specific data hold method to be developed when reading data from the JET ATM real time network. The simulator is fully configurable by means of text files to select models, signal thresholds, sampling rates, etc. Results with data between campaigns C23and C28 will be shown.

Más información

ID de Registro: 19818
Identificador DC: http://oa.upm.es/19818/
Identificador OAI: oai:oa.upm.es:19818
URL Oficial: http://www.fusione.enea.it/EVENTS/validation2012-frascati/
Depositado por: Memoria Investigacion
Depositado el: 05 May 2014 18:23
Ultima Modificación: 29 Sep 2014 18:32
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