Data-driven robust control of the plasma rotational transform profile and normalized beta dynamics for advanced tokamak scenarios in DIII-D

Shi, Wenyu; Wehner, W; Barton, Justin; Boyer, Mark D.; Schuster, Eugenio; Moreau, D.; Walker, M.L.; Ferron, J. R.; Luce, T. C.; Humphreys, D.A.; Penaflor, B.G.; Johnson, Robert D.

doi:10.1016/j.fusengdes.2017.01.003

Cited by 5 publications

(1 citation statement)

References 31 publications

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“…Advances in magnetic profile control at the JET, DIII-D, Tore Supra and JT-60U tokamaks is described in [22][23][24][25][26][27][28][29][30][31][32][33][34][35][36][37][38][39][40] and simulation testing of profile control algorithms for ITER are described in [27,41]. Recent experiments at DIII-D [28][29][30][31] represent the first successful demonstration of FPD, physicsmodel-based, closed-loop control of the entire magnetic profile evolution in a tokamak device.…”

Section: Previous Workmentioning

confidence: 99%

Physics-based control-oriented modeling and robust feedback control of the plasma safety factor profile and stored energy dynamics in ITER

Barton¹,

Besseghir²,

Lister³

et al. 2015

Plasma Phys. Control. Fusion

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Many challenging plasma control problems still need to be addressed in order for the ITER plasma control system (PCS) to be able to maintain the plasma within a predefined operational space and optimize the plasma state evolution in the tokamak, which will greatly aid in the successful achievement of ITER's goals. Firstly in this work, a general control-oriented, physics-based modeling approach is developed to obtain first-principles-driven (FPD) models of the plasma magnetic profile and stored energy evolutions valid for high performance, high confinement (H-mode) scenarios, with the goal of developing model-based closedloop algorithms to control the safety factor profile (q profile) and stored energy evolutions in the tokamak. The FPD model is tailored to H-mode burning plasma scenarios in ITER by employing the DINA-CH & CRONOS free-boundary tokamak simulation code, and the FPD model's prediction capabilities are demonstrated by comparing the prediction to data obtained from DINA-CH & CRONOS. Secondly, a model-based feedback control algorithm is designed to simultaneously track target q profile and stored energy evolutions in H-mode burning plasma scenarios in ITER by embedding the developed FPD model of the magnetic profile evolution into the control design process. The feedback controller is designed to ensure that the closed-loop system is robust to uncertainties in the electron density, electron temperature and plasma resistivity, and is tested in simulations with the developed FPD model. The effectiveness of the controller is demonstrated by first tracking nominal q profile and stored energy target evolutions, and then modulating the generated fusion power while maintaining the q profile in a stationary condition. In the process, many key practical issues for plasma profile control in ITER are investigated, which will be useful for the development of the ITER PCS that has recently been initiated. Some of the more pertinent investigated issues are the time necessary to drive the q profile and stored energy to a target evolution, and whether plasma control can be achieved through the use of separate individual control algorithms or whether a more fully integrated approach is required.

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