Receding-Horizon Optimal Control of the Current Profile Evolution During the Ramp-Up Phase of a Tokamak Discharge
Y. Ou, C. Xu, E. Schuster, J.R. Ferron, T.C. Luce, M.L. Walker and D.A. Humphreys
Control Engineering Practice, 19 (2011) 22-31
Abstract
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The control of the toroidal current density spatial profile in tokamak plasmas will be absolutely critical in future
commercial-grade reactors to en- able high fusion gain, noninductive sustainment of the plasma current for steady-state
operation, and magnetohydrodynamic (MHD) instability-free performance. The evolution in time of the current profile is
related to the evolution of the poloidal magnetic flux, which is modeled in normalized cylindrical coordinates using a partial
differential equation (PDE) usually referred to as the magnetic flux diffusion equation. The control objective during the
ramp-up phase is to drive an arbitrary initial profile to approximately match, in a short time windows during the early
flattop phase, a predefined target profile that will be maintained during the subsequent phases of the discharge. Thus, such
a matching problem can be treated as an optimal control problem for a PDE system. A distinctive characteristic of the current
profile control problem in tokamaks is that it admits interior, boundary and diffusivity actuation. A receding-horizon control
scheme is proposed in this work to exploit this unique characteristic and to solve the associated open-loop finite-time optimal
control problem using different optimization techniques. The efficiency of the proposed scheme is shown in simulations.