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Titolo: Adaptive mapping of the plasma operational space of ASDEX Upgrade for disruption prediction
Autori: 
Data di pubblicazione: 2012
Rivista: 
INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS  
Abstract: The Self-Organizing Map is a computational method for the visualization and analysis of high-dimensional data. Self Organizing Maps have been applied to ASDEX Upgrade data to define an ordered mapping of an 8-dimensional plasma parameter space onto a regular, 2-dimensional grid. The map has been used to track the plasma trajectory during the experiments and monitor the disruption risk. In order to face with ever new operational conditions, a periodical updating of the Self Organizing Map is proposed.
Handle: http://hdl.handle.net/11584/109545
Tipologia:1.1 Articolo in rivista

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