N. Naki?enovi?, A. Grübler, and . Mcdonald, Global energy perspectives, vol.1, 1998.

J. Ongena and G. Oost, Energy for future centuries: prospects for fusion power as a future energy source. Fusion science and technology, pp.3-16, 2012.

. B-p-global, Statistical review of world energy, 2009.

F. Joos, The atmospheric carbon dioxide perturbation, Europhysics News, issue.6, pp.213-218, 1996.

J. Wesson, D. Campbell, and . Tokamaks, , p.149, 2011.

. Ae-costley, On the fusion triple product and fusion power gain of tokamak pilot plants and reactors, Nuclear Fusion, issue.6, p.66003, 2016.

G. Miller, E. Moses, and C. Wuest, The national ignition facility, Optical Engineering, vol.12, issue.4, pp.2841-2854, 2004.

J. Spitzer, The stellarator concept. The Physics of Fluids, pp.253-264, 1958.

M. Katsurai and M. Yamada, Studies of conceptual spheromak fusion reactors, Nuclear Fusion, issue.11, p.1407, 1982.

E. Iter, Plasma operation and control, Nuclear Fusion, issue.7, pp.2577-2625, 1999.

V. Erckmann and . Gasparino, Electron cyclotron resonance heating and current drive in toroidal fusion plasmas. Plasma physics and controlled fusion, p.1869, 1994.

D. Tony and . Toon, Ec-10: Proceedings Of The 10th Joint Workshop On Electron Cyclotron Emission And Electron Cyclotron Resonance, 1998.

J. Adam, Review of tokamak plasma heating by wave damping in the ion cyclotron range of frequency, Plasma Physics and Controlled Fusion, issue.7, 1987.

J. Wégrowe, Lower Hybrid Heating and Current Drive: Experimental Results Versus Theoretical Expectations, Fusion Technology, vol.7, issue.2, pp.250-274, 1985.

T. Oikawa, . Ushigusa, . Forest, . Nemoto, Y. Naito et al., Heating and non-inductive current drive by negative ion based NBI in JT-60U, Nuclear Fusion, issue.7, p.40, 2000.

. Jd-strachan, P. Adler, C. Alling, H. Ancher, . Anderson et al., Fusion power production from TFTR plasmas fueled with deuterium and tritium, p.3526, 1994.

J. Team, Fusion energy production from a deuterium-tritium plasma in the JET tokamak, Nuclear Fusion, vol.32, issue.2, p.187, 1992.

. Ae-costley, P. F. Hugill, and . Buxton, On the power and size of tokamak fusion pilot plants and reactors, Nuclear Fusion, vol.55, issue.3, p.33001, 2015.

M. Wakatani, K. H. Vs-mukhovatov, . Burrell, . Connor, . Cordey et al., Plasma confinement and transport, Nuclear Fusion, vol.12, issue.7, pp.2175-2249, 1999.

F. Wagner, K. Becker, . Behringer, . Campbell, . Eberhagen et al., Regime of improved confinement and high beta in neutral-beam-heated divertor discharges of the ASDEX tokamak, Physical Review Letters, issue.7, p.1408, 1982.

T. Kass, M. Günter, . Maraschek, H. Suttrop, . Zohm et al., Characteristics of type I and type III ELM precursors in ASDEX upgrade, Nuclear fusion, issue.1, p.38, 1998.

M. Keilhacker and . Team, Latest JET results in deuterium and deuterium-tritium plasmas. Plasma Physics and Controlled Fusion, vol.39, pp.1-18, 1997.

Y. Kamada, . Ushigusa, Y. Naito, . Neyatani, . Ozeki et al., Non-inductively current driven H mode with high beta N and high beta p values in JT-60U, Nuclear fusion, issue.12, p.1605, 1994.

H. Zohm, K. H. Osborne, . Burrell, . Chu, . Doyle et al., ELM studies on DIII-D and a comparison with ASDEX results, Nuclear fusion, issue.5, p.543, 1995.

J. A. Snipes, M. Granetz, . Greenwald, . Hubbard, J. Hutchinson et al., ELMs and fast edge fluctuations in Alcator C-Mod. Plasma physics and controlled fusion, p.765, 1998.

H. Weisen, . Dutch, Y. Hofmann, . Martin, C. Moret et al., Effect on confinement of edgelocalized modes in TCV. Plasma Physics and Controlled Fusion, p.1415, 1996.

. Xr-duan, . Dong, . Yan, . Ding, . Yang et al., Preliminary results of ELMy H-mode experiments on the HL-2A tokamak, Nuclear Fusion, issue.9, p.95011, 2010.

. Gs-xu, . Bn-wan, . Li, . Gong, . Hu et al., Study on H-mode access at low density with lower hybrid current drive and lithium-wall coatings on the EAST superconducting tokamak, Nuclear Fusion, issue.7, p.72001, 2011.

J. Sw-yoon, Y. M. Ahn, . Jeon, . Suzuki, W. H. Sh-hahn et al., Characteristics of the first H-mode discharges in KSTAR, Nuclear Fusion, issue.11, p.113009, 2011.

N. Holtkamp, An overview of the ITER project, Fusion Engineering and Design, vol.82, issue.7, pp.427-434, 2007.

G. Brumifel, Financial meltdown imperils reactor: faced with a huge budget shortfall, Europe rethinks future of ITER fusion project, Nature, vol.7298, issue.8, pp.532-534, 2010.

M. Shimada, V. Campbell, M. Mukhovatov, N. Fujiwara, . Kirneva et al., Overview and summary, Nuclear Fusion, vol.8, issue.6, p.11, 2007.

J. Bucalossi, P. Missirlian, F. Moreau, . Samaille, . Tsitrone et al., The WEST project: Testing ITER divertor high heat flux component technology in a steady state tokamak environment, Fusion Engineering and Design, issue.8, pp.907-912, 2014.

. Rj-dumont, A. Goniche, . Ekedahl, . Saoutic, . Jf-artaud et al., Multi-megawatt, gigajoule plasma operation in Tore Supra, Plasma Physics and Controlled Fusion, issue.7, p.75020, 2014.

C. Bourdelle, . Artaud, M. Basiuk, . Bécoulet, . Brémond et al., , vol.8, p.36, 2015.

, ITER Physics Expert Group on Disrup MHD, ITER Physics Expert Group on Energe Drive, ITER Physics Expert Group on Diagnostics, and ITER Physics Basis Editors. Chapter 8: Plasma operation and control, vol.12, pp.2577-2625, 1999.

. Tc-hender, . Wesley, . Bialek, A. H. Bondeson, . Boozer et al., , p.12, 2007.

M. Greenwald, Density limits in toroidal plasmas. Plasma Physics and Controlled Fusion, p.12, 2002.

. F-troyon, H. Gruber, . Saurenmann, S. Semenzato, and . Succi, MHD-limits to plasma confinement. Plasma physics and controlled fusion, p.26, 1984.

G. Ambrosino, Magnetic control of plasma current, position, and shape in Tokamaks: a survey or modeling and control approaches, IEEE control systems, issue.5, p.14, 2005.

R. Albanese and . Villone, The linearized CREATE-L plasma response model for the control of current, position and shape in tokamaks, Nuclear Fusion, issue.5, p.15, 1998.

. G-de-tommasi, . Xiao, . Albanese, . Ambrosino, . Castaldo et al., Model-based plasma vertical stabilization and position control at EAST, Fusion Engineering and Design, vol.129, p.15, 2018.

M. Ariola and . Pironti, Magnetic control of tokamak plasmas, vol.187, p.15, 2008.

A. Marc, C. E. Firestone, and . Kessel, Plasma kinetic control in a tokamak, IEEE Transactions on Plasma Science, vol.19, issue.1, p.15, 1991.

B. Jo, A. Lister, Y. Portone, and . Gribov, Plasma control in ITER, IEEE control systems, vol.26, issue.2, p.15, 2006.

E. Maljaars, . Felici, C. Blanken, . Galperti, . Sauter et al., Profile control simulations and experiments on TCV: a controller test environment and results using a model-based predictive controller, Nuclear Fusion, vol.12, p.15, 2017.

D. Mark, J. Boyer, . Barton, T. C. Schuster, . Luce et al., First-principles-driven model-based current profile control for the DIII-D tokamak via LQI optimal control, Plasma Physics and Controlled Fusion, issue.10, p.105007, 2013.

D. Moreau, . Artaud, . Jr-ferron, . Holcomb, F. Da-humphreys et al., Combined magnetic and kinetic control of advanced tokamak steady state scenarios based on semiempirical modelling, Nuclear Fusion, issue.6, p.15, 2015.

D. Moreau, L. Mike, . Walker, F. John-r-ferron, E. Liu et al., Integrated magnetic and kinetic control of advanced tokamak plasmas on DIII-D based on data-driven models, Nuclear Fusion, issue.6, p.63020, 2013.

H. Grad and . Hogan, Classical diffusion in a tokomak, p.18, 1970.

J. Blum, Numerical simulation and optimal control in plasma physics, vol.34, p.35, 1989.

S. Jardin, Computational methods in plasma physics, p.19, 2010.

H. Grad and H. Rubin, Hydromagnetic equilibria and force-free fields, Journal of Nuclear Energy, issue.7, p.19, 1954.

. Vd-shafranov, On magnetohydrodynamical equilibrium configurations, Soviet Phys. JETP, vol.6, 1958.

R. Lüst and . Schlüter, Axialsymmetrische magnetohydrodynamische gleichgewichtskonfigurationen, Zeitschrift für Naturforschung A, vol.12, issue.10, p.19, 1957.

C. Angioni, . Fable, M. Greenwald, A. G. Maslov, H. Peeters et al., Particle transport in tokamak plasmas, theory and experiment. Plasma Physics and Controlled Fusion, vol.12, p.20, 2009.

. Jl-luxon and . Brown, Magnetic analysis of non-circular cross-section tokamaks, Nuclear Fusion, issue.6, p.813, 1921.

. Pb, . Snyder, . Hr-wilson, A. W. Osborne, and . Leonard, Characterization of peeling-ballooning stability limits on the pedestal. Plasma physics and controlled fusion, vol.46, p.21, 2004.

. Pb, . Snyder, . Groebner, T. H. Hughes, M. Osborne et al., A first-principles predictive model of the pedestal height and width: development, testing and ITER optimization with the EPED model, Nuclear Fusion, issue.10, p.21, 2011.

J. Blum, . Heumann, X. Nardon, and . Song, Automating the design of tokamak experiment scenarios, Journal of Computational Physics, p.25, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02418396

J. Blum, L. Foll, and B. Thooris, The self-consistent equilibrium and diffusion code SCED, Computer Physics Communications, vol.24, p.25, 1981.

P. Hertout, C. Boulbe, E. Nardon, S. Blum, J. Brémond et al., The CE-DRES++ equilibrium code and its application to ITER, JT-60SA and Tore Supra, Fusion Engineering and Design, vol.86, issue.6, p.25, 2011.

J. Shewchuk, Triangle: Engineering a 2D quality mesh generator and Delaunay triangulator, Applied computational geometry towards geometric engineering, p.25, 1996.

A. Timothy and . Davis, UMFPACK version 5.2. 0 user guide. University of Florida, p.25, 2007.

T. Davis and Y. Hu, The University of Florida sparse matrix collection, ACM Transactions on Mathematical Software (TOMS), vol.38, issue.1, p.25, 2011.

J. Nocedal and S. Wright, Sequential quadratic programming, vol.25, p.109, 2006.

M. Hinze, R. Pinnau, M. Ulbrich, and S. Ulbrich, Optimization with PDE constraints, 23 of Mathematical Modelling: Theory and Applications, vol.25, p.107, 2009.

H. Heumann, C. Blum, . Boulbe, . Faugeras, J. Selig et al., Quasi-static free-boundary equilibrium of toroidal plasma with CEDRES++: Computational methods and applications, Journal of Plasma Physics, vol.33, issue.3, p.61, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01088772

. Haj, Sobolev spaces on an arbitrary metric space, p.27, 1996.

. R-albanese, O. Blum, and . Barbieri, On the solution of the magnetic flux equation in an infinite domain, EPS. 8th Europhysics Conference on Computing in Plasma Physics, p.28, 1986.

V. Grandgirard, Modélisation de l'équilibre d'un plasma de tokamak, vol.29, p.35, 1999.

B. Faugeras and H. Heumann, FEM-BEM coupling methods for Tokamak plasma axisymmetric free-boundary equilibrium computations in unbounded domains, Journal of Computational Physics, vol.343, p.29, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01443392

G. Gatica and G. Hsiao, The Uncoupling of Boundary Integral and Finite Element Methods for Nonlinear Boundary, Journal of Mathematical Analysis and Applications, vol.189, p.29, 1995.

K. Lackner, Computation of ideal MHD equilibria, Computer Physics Communications, vol.12, issue.1, p.29, 1976.

J. Bonnans, J. Gilbert, C. Lemaréchal, and C. Sagastizábal, Numerical optimization: theoretical and practical aspects, vol.32, p.107, 2006.

Q. Li, The component development status of HL-2M tokamak, Fusion Engineering and Design, vol.96, p.44, 2015.

X. Song, H. Nardon, B. Heumann, and . Faugeras, Automatic identification of the plasma equilibrium operating space in tokamaks, Fusion Engineering and Design, p.49, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02395044

Y. Gribov, . Mitchell, . Jong, A. Simon, and . Loarte, CS and PF coils data and requirements to separatrix positioning for analysis of ITER plasma equilibria and poloidal field scenarios, vol.50, p.55, 2017.

C. Timothy, D. A. Luce, . Humphreys, L. Gary, W. Jackson et al., Inductive flux usage and its optimization in tokamak operation, Nuclear Fusion, vol.54, issue.9, p.55, 2014.

H. Fujieda, Ibaraki, JAERT-M, p.56, 1996.

. Ta-casper, . Meyer, A. Ld-pearlstein, and . Portone, ITER shape controller and transport simulations, Fusion Engineering and Design, vol.83, p.56, 2008.

G. Ambrosino, M. Albanese, . Ariola, . Cenedese, . Crisanti et al., XSC plasma BIBLIOGRAPHY control: Tool development for the session leader. Fusion engineering and design, vol.74, p.56, 2005.

F. Najmabadi, L. Abdou, . Bromberg, . Brown, . Vc-chan et al., The ARIES-AT advanced tokamak, advanced technology fusion power plant. Fusion Engineering and Design, vol.80, p.56, 2006.

. Ce-kessel, Y. Campbell, G. Gribov, G. Saibene, . Ambrosino et al., Development of ITER 15 MA ELMy H-mode inductive scenario, Nuclear Fusion, vol.56, issue.8, p.73, 2009.

M. Mattei, G. Cavinato, . Saibene, . Portone, G. Albanese et al., ITER operational space for full plasma current H-mode operation, Fusion Engineering and Design, vol.84, issue.2, p.59, 2009.

T. Casper, . Gribov, . Kavin, . Lukash, H. Khayrutdinov et al., ITER Domestic Agencies, et al. Development of the ITER baseline inductive scenario, Nuclear Fusion, vol.54, issue.1, p.59, 2013.

L. Andrew, . Maas, Y. Awni, A. Hannun, and . Ng, Rectifier nonlinearities improve neural network acoustic models, Proc. icml, vol.30, p.60, 2013.

A. Senior and . Lei, Fine context, low-rank, softplus deep neural networks for mobile speech recognition, Acoustics, Speech and Signal Processing, p.61, 2014.

E. Joffrin, M. Baruzzo, C. Beurskens, . Bourdelle, . Brezinsek et al., First scenario development with the JET new ITER-like wall, Nuclear fusion, vol.54, issue.1, p.77, 2013.

. Gj-van-rooij, . Jw-coenen, S. Aho-mantila, M. Brezinsek, . Clever et al., Tungsten divertor erosion in all metal devices: Lessons from the ITER like wall of JET, Journal of Nuclear Materials, vol.438, p.77, 2013.

J. Gf-matthews and . Efda-contributors, Plasma operation with an all metal first-wall: comparison of an ITER-like wall with a carbon wall in JET, Journal of Nuclear Materials, vol.438, p.77, 2013.

. Mna-beurskens, C. Schweinzer, . Angioni, . Burckhart, . Cd-challis et al., JET and ASDEX Upgrade. Plasma Physics and Controlled Fusion, vol.12, p.77, 2013.

R. Neu, M. Kallenbach, . Balden, . Bobkov, . Jw-coenen et al., Overview on plasma operation with a full tungsten wall in ASDEX Upgrade, Journal of Nuclear Materials, vol.438, p.77, 2013.

O. Gruber, . Sips, . Dux, J. C. Eich, . Fuchs et al., Compatibility of ITER scenarios with full tungsten wall in ASDEX Upgrade, Nuclear Fusion, issue.11, p.77, 2009.

. Jm-ané, . Grandgirard, J. Albajar, and . Johner, Design of next step tokamak: consistent analysis of plasma performance flux composition and poloidal field system, p.77, 2001.

R. Nouailletas, . Ravenel, . Signoret, . Treutterer, . Spring et al., From the conceptual design to the first simulation of the new WEST plasma control system, Fusion Engineering and Design, vol.96, p.78, 2015.

W. Treutterer, . Cole, G. Lüddecke, C. Neu, G. Rapson et al., ASDEX Upgrade Discharge Control SystemA real-time plasma control framework, Fusion Engineering and Design, vol.89, issue.3, p.78, 2014.

. E-nardon, . Heumann, . Jf-artaud, . Bucalossi, . Douai et al., Magnetic configuration and plasma start-up in the WEST tokamak, vol.78

R. Nouailletas, . Colnel, . Ravenel, . Signoret, P. Treutterer et al., The WEST plasma control system: Integration, commissioning and operation on first experimental campaigns, Fusion Engineering and Design, vol.78, p.88, 2019.

R. Nouailletas, P. Nardon, C. Moreau, T. Reux, . Truong et al., , vol.79, p.81, 2019.

B. Faugeras, C. Blum, P. Boulbe, E. Moreau, and . Nardon, 2D interpolation and extrapolation of discrete magnetic measurements with toroidal harmonics for equilibrium reconstruction in a Tokamak, Plasma Physics and Controlled Fusion, vol.56, issue.11, p.79, 2014.
URL : https://hal.archives-ouvertes.fr/hal-00862399

P. Moreau, P. Le-luyer, P. Spuig, . Malard, . Saint-laurent et al., The new magnetic BIBLIOGRAPHY diagnostics in the WEST tokamak, Review of Scientific Instruments, p.79, 2018.

R. G-de-tommasi, G. Albanese, M. Ambrosino, . Ariola, J. Peter et al., Current, position, and shape control in tokamaks, Fusion Science and Technology, vol.59, issue.3, p.81, 2011.

R. Nouailletas, . Barana, S. Saint-laurent, P. Brémond, . Moreau et al., Multi-Inputs/Multi-Outputs control of plasma current and loop voltage on Tore Supra, Fusion Engineering and Design, vol.88, p.90, 2013.

J. Johner, Helios: a zero-dimensional tool for next step and reactor studies, Fusion Science and Technology, vol.59, issue.2, p.85, 2011.

P. Deuflhard, Newton methods for nonlinear problems: affine invariance and adaptive algorithms, vol.35, p.112, 2011.