Real-time avoidance of the L-mode and H-mode density limit via machine-learned stability metrics

Reliable operation of burning plasma tokamaks will require robust control strategies to avoid macroscopic instability limits such as the L-mode and H-mode density limits (LDL, HDL). In this work, we explore closed-loop avoidance of these phenomena at DIII-D using machine-learned risk metrics. Feedba...

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Prif Awduron:	A.D. Maris, C. Rea, A. Pau, J. Barr, K. Erickson, L. Schmitz, Z. Yan, R. Granetz, E. Marmar, the EUROfusion Tokamak Exploitation Team
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	IOP Publishing 2026-01-01
Cyfres:	Nuclear Fusion
Pynciau:	tokamak density limit control
Mynediad Ar-lein:	https://doi.org/10.1088/1741-4326/ae4efe
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