The aim of this paper is to present a signal processing algorithm that, applied to the raw Locked Mode signal, allows us to obtain a disruption indicator in principle exploitable on di ff erent tokamaks. A common de fi nition of such an indicator for diff erent machines would facilitate the development of portable systems for disruption prediction, which is becoming of increasingly importance for the next tokamak generations. Moreover, the indicator allows us to overcome some intrinsic problems in the diagnostic system such as drift and o ff set. The behavior of the proposed indicator as disruption predictor, based on crossing optimized thresholds of the signal amplitude, has been analyzed using data of both JET and ASDEX Upgrade experiments. A thorough analysis of the disruption prediction performance shows how the indicator is able to recover some missed and tardy de- tections of the raw signal. Moreover, it intervenes and corrects premature or even wrong alarms due to, e.g., drifts and/or off sets.
A locked mode indicator for disruption prediction on JET and ASDEX upgrade
Sias G.; Cannas B.; Fanni A.; Murari A.; Pau A.; ASDEX Upgrade Team; EUROfusion MST1 Team; JET Contributors
Journal:
Fusion engineering and design 138 pp. 254 - 266
Year:
2019
ISTP Authors: Andrea Uccello
Andrea Murari
Marco De Angeli
Carlo Sozzi
Francesco Ghezzi
Gustavo Granucci
Nicola Vianello
Saul Garavaglia
William Bin
Lorenzo Figini
Silvana Nowak
Laura Laguardia
Enrico Perelli Cippo
Edoardo Alessi
Marco Tardocchi
Paola Mantica
Keywords: Disruption indicators, Feature extraction, Tokamak, disruption prediction, Locked mode signal
Research Activitie: JOURNAL ARTICLES
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