Real-time implementation in JET of the SPAD disruption predictor using MARTe
Contributo in Atti di convegno
Data di Pubblicazione:
2016
Abstract:
One of the major problems in present tokamaks is
the presence of disruptions. If disruptions are not mitigated, they
can produce serious damage to th
e device. Therefore, disruption
predictors are needed in order to apply the mitigation techniques
in time. In this paper, the real
-
time implementation in JET of a
new type of disruption predictor is presented. The new predictor,
Single signal Predictor bas
ed on Anomaly Detection (SPAD),
does not require past discharges for training purposes. The
implementation is based on the Multi
-
threaded Application Real
-
Time executor (MARTe) framework. Analysis over all JET's
ITER
-
like Wall campaigns (C28
-
C34) show that
SPAD was able
to predict 83.57% of the disruptions with enough time to apply
mitigation techniques. The average anticipation time was 389 ms.
In this paper the real
-
time implementation will be discussed, as
well as the optimizations developed to make the
algorithm
suitable for real
-
time processing. Performance results and
possible improvements will also be analyzed.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
disruption predictors; fusion experiments; plasma disruptions; real-time processing
Elenco autori:
Murari, Andrea
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