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A locked mode indicator for disruption prediction on JET and ASDEX upgrade

Articolo
Data di Pubblicazione:
2019
Abstract:
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.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Tokamak; Disruption prediction; Locked mode signal; Disruption indicators; Feature extraction
Elenco autori:
Ripamonti, Dario; Caniello, Roberto; Riva, Giulio; Uccello, Andrea; Murari, Andrea; DE ANGELI, Marco; Sozzi, Carlo; Ghezzi, FRANCESCO MAURO; Granucci, Gustavo; Vianello, Nicola; Garavaglia, SAUL FRANCESCO; Piovesan, Paolo; Bin, WILLIAM MAURIZIO; Figini, Lorenzo; Moro, ALESSANDRO ANDREA; Nowak, Silvana; Laguardia, Laura; PERELLI CIPPO, Enrico; Alessi, Edoardo; Giacomelli, LUCA CARLO; Trevisan, Francesco; Tardocchi, Marco; Mantica, Paola
Autori di Ateneo:
ALESSI EDOARDO
BIN WILLIAM MAURIZIO
DE ANGELI MARCO
FIGINI LORENZO
GARAVAGLIA SAUL FRANCESCO
GHEZZI FRANCESCO MAURO
GRANUCCI GUSTAVO
LAGUARDIA LAURA
MORO ALESSANDRO ANDREA
MURARI ANDREA
PERELLI CIPPO ENRICO
RIPAMONTI DARIO
SOZZI CARLO
TARDOCCHI MARCO
UCCELLO ANDREA
VIANELLO NICOLA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/349850
Pubblicato in:
FUSION ENGINEERING AND DESIGN
Journal
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URL

https://www.sciencedirect.com/science/article/pii/S0920379618307294
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