Abstract

Analysis of a multi-scenario database of over 13 000 DIII-D H-mode discharges shows that the m,n=2,1 magnetic islands are dominantly pressure gradient driven, stochastically triggered non-linear instabilities at all edge safety factor ( q95 ) values. The instability onset time closely follows the exponential distribution in intermediate and high q95 scenarios and is characterized by near constant onset rate (λ), in accordance with Poisson-point processes. This implies that the plasmas are operated in marginally stable conditions, characterized by a small threshold for instability growth and variations in the trigger amplitude and/or the stabilizing mechanisms with temporally uniform random distribution in this database. While the majority of the tearing modes occur in the first current-profile relaxation time of the βN flattop, constant λ throughout the βN flattop shows that the tearing onset is insensitive to the evolution of the equilibrium current profile. In low q95 scenarios, where a large fraction of the plasmas are operated at low torque, λ increases over the course of the βN flattop, showing that these plasmas evolve toward more unstable conditions. The onset rate rapidly increases with βN , while it does not show a clear dependence on the current gradient at the mode rational surface. Overall, these observations support that the majority of the analyzed 2,1 tearing modes are non-linear, neoclassically driven instabilities and classical stability does not play a dominant role in their onset.

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