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Time-dependent SOLPS-ITER simulations of the tokamak plasma boundary for model predictive control using SINDy

Time-dependent SOLPS-ITER simulations have been used to identify reduced models with the sparse identification of nonlinear dynamics (SINDy) method and develop model-predictive control of the boundary plasma state using main ion gas puff actuation. A series of gas actuation sequences are input into...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: J.D. Lore, S. De Pascuale, P. Laiu, B. Russo, J.-S. Park, J.M. Park, S.L. Brunton, J.N. Kutz, A.A. Kaptanoglu
Format: Artigo
Sprache:Inglês
Veröffentlicht: IOP Publishing 2023-01-01
Schriftenreihe:Nuclear Fusion
Schlagworte:
SOLPS-ITER
model based control
detachment
Online-Zugang:https://doi.org/10.1088/1741-4326/acbe0e
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