Fast and Accurate Stellarator Optimization for Novel Physics Metrics
ORAL · Invited
Abstract
The stellarator is a promising fusion reactor concept that can avoid many limitations of tokamaks, such as operating without current drive and softer stability limits. However, the large design space and lack of guaranteed confinement means significant numerical optimization is required of any feasible stellarator design. We present an overview of the new stellarator design and analysis results made possible by the DESC code suite. This software package couples equilibrium and optimization codes together to efficiently solve the numerical optimization problems required for next-generation stellarator designs. Unlike finite differences or adjoint methods, automatic differentiation provides access to exact derivatives of any objective function and allows the inclusion of more physics constraints, such as metrics for particle confinement and stability. We demonstrate optimization of MHD equilibria for omnigenity, mercier and ballooning stability, alpha particle confinement, neoclassical and turbulent transport, and coil feasibility metrics. We also show new results from coil and winding surface optimization along with free boundary equilibria and single stage optimization of coils and equilibrium simultaneously.
*This work was supported by the U.S. Department of Energy under contract numbers DE-AC02-09CH11466, DE- SC0022005 and Field Work Proposal No. 1019.
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Publication:D. Panici, R. Conlin, D. Dudt, E. Kolemen. "The DESC Stellarator Code Suite Part I: Quick and accurate equilibria computations" Journal of Plasma Physics, 2023
R. Conlin, D. Dudt, D. Panici, E. Kolemen. "The DESC Stellarator Code Suite Part II: Perturbation and continuation methods" Journal of Plasma Physics, 2023
D. Dudt, R. Conlin, D. Panici, E. Kolemen. "The DESC Stellarator Code Suite Part III: Quasi-symmetry optimization" Journal of Plasma Physics, 2023
Dudt, D. W., Goodman, A. G., Conlin, R., Panici, D., & Kolemen, E. "Magnetic Fields with General Omnigenity." Journal of Plasma Physics, 2024.
Kim, P., Buller, S., Conlin, R., Dorland, W., Dudt, D. W., Gaur, R., Jorge, R., Kolemen, E., Landreman, M., Mandell, N., & Panici, D. "Optimization of Nonlinear Turbulence in Stellarators." Journal of Plasma Physics, 2024.
R. Conlin, P. Kim, D. Dudt, D. Panici, E. Kolemen. "Stellarator optimization with constraints", Journal of Plasma Physics, 2024
R. Conlin, J. Schilling, D. Dudt, D. Panici, R. Jorge, E. Kolemen. "High order free boundary MHD equilibria in DESC", in preparation, 2024
Presenters
Rory Conlin
Princeton University
University of Maryland
Authors
Rory Conlin
Princeton University
University of Maryland
Daniel W Dudt
Thea Energy
Dario Panici
Princeton University
Rahul Gaur
Princeton Univeristy
Yigit Elmacioglu
Princeton University
Kian Orr
Princeton University
Kaya E Unalmis
Princeton University
Egemen Kolemen
Princeton University
Jonathan Schilling
Proxima Fusion
Rogerio Jorge
Department of Physics, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
University of Wisconsin - Madison
Eduardo Rodriguez
Max Planck Institute for Plasma Physics - Greifswald