Real-time-capable prediction of temperature and density profiles in a tokamak using RAPTOR and a first-principle-based transport model
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Faa Federico Felici | Frederic Imbeaux | Olivier Sauter | Jack Citrin | A. A. Teplukhina | J. Redondo | C. Bourdelle | F. Felici | F. Imbeaux | C. Bourdelle | F. Felici | O. Sauter | J. Redondo | A. Teplukhina | J. Citrin
[1] F. Felici,et al. Non-linear model-based optimization of actuator trajectories for tokamak plasma profile control , 2012 .
[2] F. Felici,et al. Real-time capable first principle based modelling of tokamak turbulent transport , 2015, 1502.07402.
[3] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation , 1998 .
[4] S. Lanthaler,et al. Overview of the JET results in support to ITER , 2017, Nuclear Fusion.
[5] L. L. Lao,et al. Self-consistent core-pedestal transport simulations with neural network accelerated models , 2017 .
[6] Faa Federico Felici,et al. Profile control simulations and experiments on TCV: a controller test environment and results using a model-based predictive controller , 2017 .
[7] O. Sauter,et al. Erratum: “Neoclassical conductivity and bootstrap current formulas for general axisymmetric equilibria and arbitrary collisionality regime” [Phys. Plasmas 6, 2834 (1999)] , 2002 .
[8] E. Joffrin,et al. The CRONOS suite of codes for integrated tokamak modelling , 2010 .
[9] O. Sauter,et al. Neoclassical conductivity and bootstrap current formulas for general axisymmetric equilibria and arbitrary collisionality regime , 1999 .
[10] C. Bourdelle,et al. Angular momentum transport modeling: achievements of a gyrokinetic quasi-linear approach , 2014, 1401.2332.
[11] M. Rosenbluth,et al. Model for the sawtooth period and amplitude , 1996 .
[12] Frank Jenko,et al. Electron temperature gradient driven turbulence , 1999 .
[13] G. Pucella,et al. Improved confinement in JET high β plasmas with an ITER-like wall , 2015, 1501.03929.
[14] T. Aniel,et al. Validation of a new mixed Bohm/gyro-Bohm model for electron and ion heat transport against the ITER, Tore Supra and START database discharges , 1998 .
[15] D. A. Humphreys,et al. Novel aspects of plasma control in ITER , 2013 .
[16] M. Reich,et al. Real-time beam tracing for control of the deposition location of electron cyclotron waves , 2015 .
[17] Frederic Imbeaux,et al. Core turbulent transport in tokamak plasmas: bridging theory and experiment with QuaLiKiz , 2015 .
[18] Faa Federico Felici,et al. Simulation of profile evolution from ramp-up to ramp-down and optimization of tokamak plasma termination with the RAPTOR code , 2017 .
[19] J. Contributors,et al. Turbulent transport analysis of JET H-mode and hybrid plasmas using QuaLiKiz and Trapped Gyro Landau Fluid , 2015 .
[20] O. Sauter,et al. Towards self-consistent plasma modelisation in presence of neoclassical tearing mode and sawteeth: effects on transport coefficients , 2017 .
[21] C. Kessel,et al. Predictions of H-mode performance in ITER , 2008 .
[22] G. Pucella,et al. Improved Confinement in JET High Beta Plasmas with an ITER-Like Wall , 2015 .
[23] F. Felici,et al. Real-time physics-model-based simulation of the current density profile in tokamak plasmas , 2011 .
[24] J. Kinsey,et al. New paradigm for suppression of gyrokinetic turbulence by velocity shear. , 2013, Physical review letters.
[25] J. Kinsey,et al. A theory-based transport model with comprehensive physicsa) , 2006 .
[26] D. A. Humphreys,et al. Towards model-based current profile control at DIII-D , 2007 .
[27] M. Brambilla. "Quasi-local" wave equations in toroidal geometry with applications to fast wave propagation and absorption at high harmonics of the ion cyclotron frequency , 2002 .
[28] P. B. Snyder,et al. The EPED pedestal model and edge localized mode-suppressed regimes: Studies of quiescent H-mode and development of a model for edge localized mode suppression via resonant magnetic perturbations , 2012 .
[29] Chris Holland,et al. Validation metrics for turbulent plasma transport , 2016 .
[30] Olivier Sauter,et al. Integration of the state observer RAPTOR in the real-time MARTe framework at RFX-mod , 2017 .
[31] Laurent Lefèvre,et al. Plasma q-profile control in tokamaks using a damping assignment passivity-based approach , 2016 .
[32] Maarten Steinbuch,et al. A dynamic state observer for real-time reconstruction of the tokamak plasma profile state and disturbances , 2014, 2014 American Control Conference.
[33] F. Hinton,et al. Theory of plasma transport in toroidal confinement systems , 1976 .
[34] G. V. Pereverzev,et al. TORBEAM, a beam tracing code for electron-cyclotron waves in tokamak plasmas , 2001 .
[35] F. Imbeaux,et al. Simulation of the neutral beam deposition within integrated tokamak modelling frameworks , 2011 .