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Adaptive mapping of the plasma operational space of ASDEX Upgrade for disruption prediction

International Journal of Applied Electromagnetics and Mechanics, ISSN: 1383-5416, Vol: 39, Issue: 1-4, Page: 43-49
2012
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Article Description

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. © 2012 - IOS Press and the authors. All rights reserved.

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