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We teach a model within the J-TEXT tokamak and transfer it, with only 20 discharges, to EAST, which has a big difference in size, operation routine, and configuration with regard to J-TEXT. Success exhibit the transfer Discovering process reaches the same efficiency to your design trained immediately with EAST working with about 1900 discharge. Our results advise which the proposed approach can deal with the obstacle in predicting disruptions for long run tokamaks like ITER with awareness figured out from existing tokamaks.
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Density and also the locked-manner-relevant signals also contain a great deal of disruption-connected information. In keeping with stats, nearly all disruptions in J-TEXT are induced by locked modes and density boundaries, which aligns with the outcomes. On the other hand, the mirnov coils which measure magnetohydrodynamic (MHD)instabilities with better frequencies aren't contributing Substantially. This is probably mainly because these instabilities won't bring on disruptions immediately. It's also revealed that the plasma present-day is just not contributing much, since the plasma current isn't going to change Considerably on J-Textual content.
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