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research article

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

Sias, G.
•
Cannas, B.
•
Fanni, A.
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January 1, 2019
Fusion Engineering And Design

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 different tokamaks. A common definition of such an indicator for different 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 offset. 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 detections of the raw signal. Moreover, it intervenes and corrects premature or even wrong alarms due to, e.g., drifts and/or offsets.

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Type
research article
DOI
10.1016/j.fusengdes.2018.11.021
Web of Science ID

WOS:000457663100032

Author(s)
Sias, G.
Cannas, B.
Fanni, A.
Murari, A.
Pau, A.
Kallenbach, A.
Aguiam, D.
Aho-Mantila, L.
Angioni, C.
Arden, N.
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Date Issued

2019-01-01

Published in
Fusion Engineering And Design
Volume

138

Start page

254

End page

266

Subjects

Nuclear Science & Technology

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Nuclear Science & Technology

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tokamak

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disruption prediction

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locked mode signal

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disruption indicators

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feature extraction

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
SPC  
Available on Infoscience
June 18, 2019
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/158216
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