951 results on '"plasma control"'
Search Results
2. Preliminary Control-Oriented Modeling of the ITER Steering Mirror Assembly and Local Control System in the Electron Cyclotron Heating & Current Drive Actuator.
- Author
-
Grapow, G., Ravensbergen, T., D'Onorio, M., Pesamosca, F., Vu, A., and Carannante, G.
- Abstract
The ITER Electron Cyclotron Heating and Current Drive (ECH) plays a pivotal role in heating and controlling fusion plasmas, with the Steering Mirrors being a crucial component of this actuator. A representative model of the ECH is compulsory in the development and validation of the Plasma Control System (PCS). This manuscript aims to propose a Control-Oriented model of the Steering Mirrors based on the design tested at the Swiss Plasma Centre. In this design a steering mirror rotates on some frictionless flexure pivots due to the action of a set of externally pressurized bellows acting against pre-compressed springs. This system is referred to as the Steering Mirror Assembly (SMA). The adherence of the model is tested by comparing the simulations with the experimental results, while considering ITER’s most recent requirements. Performances, generally increased in terms of accuracy, are in line with the prototype’s results. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Controlling a new plasma regime.
- Author
-
Lennholm, M., Aleiferis, S., Bakes, S., Bardsley, O. P., van Berkel, M., Casson, F. J., Chaudry, F., Conway, N. J., Hender, T. C., Henderson, S. S., Kool, B., Lafferty, M., Meyer, H. F., Mitchell, J., Mitra, A., Osawa, R., Otin, R., Parrot, A., Thompson, T., and Xia, G.
- Subjects
- *
PLASMA confinement , *LATENT heat of fusion , *ROBUST control , *TOKAMAKS , *ROBUST programming - Abstract
Success of the UK's Spherical Tokamak for Energy Production (STEP) programme requires a robust plasma control system. This system has to guide the plasma from initiation to the burning phase, maintain it there, produce the desired fusion power for the desired duration and then terminate the plasma safely. This has to be done in a challenging environment with limited sensors and without overloading plasma-facing components. The plasma parameters and the operational regime in the STEP prototype will be very different from tokamaks, which are presently in operation. During fusion burn, the plasma regime in STEP will be self-organizing, adding further complications to the plasma control system design. This article describes the work to date on the design of individual controllers for plasma shape and position, magneto hydrodynamic instabilities, heat load and fusion power. Having studied 'normal' operation, the article discusses the philosophy of how the system will handle exceptions, when things do not go exactly as planned. This article is part of the theme issue 'Delivering Fusion Energy – The Spherical Tokamak for Energy Production (STEP)'. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Plasma Control: A Review of Developments and Applications of Plasma Medicine Control Mechanisms
- Author
-
Jonathan E. Thomas and Katharina Stapelmann
- Subjects
plasma control ,predictive control ,cold atmospheric plasma ,machine learning ,plasma processing ,dielectric barrier discharge ,Physics ,QC1-999 ,Plasma physics. Ionized gases ,QC717.6-718.8 - Abstract
Cold atmospheric plasmas (CAPs) within recent years have shown great promise in the field of plasma medicine, encompassing a variety of treatments from wound healing to the treatment of cancerous tumors. For each subsequent treatment, a different application of CAPs has been postulated and attempted to best treat the target for the most effective results. These treatments have varied through the implementation of control parameters such as applied settings, electrode geometries, gas flow, and the duration of the treatment. However, with such an extensive number of variables to consider, scientists and engineers have sought a means to accurately control CAPs for the best-desired effects in medical applications. This paper seeks to investigate and characterize the historical precedent for the use of plasma control mechanisms within the field of plasma medicine. Current control strategies, plasma parameters, and control schemes will be extrapolated through recent developments and successes to gain better insight into the future of the field and the challenges that are still present in the overall implementation of such devices. Proposed approaches, such as data-driven machine learning, and the use of closed-loop feedback controls, will be showcased as the next steps toward application.
- Published
- 2024
- Full Text
- View/download PDF
5. Real-time control of NBI fast ions, current-drive and heating properties.
- Author
-
Weiland, M., Kudlacek, O., Sieglin, B., Bilato, R., Plank, U., Treutterer, W., and Upgrade Team, the ASDEX
- Subjects
- *
FAST ions , *REAL-time control , *AUTOMATIC control systems , *NEUTRAL beams , *HEAT flux , *PLASMA beam injection heating - Abstract
Conventionally, neutral beam injection (NBI) in tokamaks is controlled via engineering parameters such as injection voltage and power. Recently, the high-fidelity real-time NBI code RABBIT has been coupled to the discharge control system of ASDEX Upgrade. It allows to calculate the NBI fast-ion distribution and hence the properties of NBI in real-time, making it possible to control them directly. We successfully demonstrate control of driven current, ion heating and stored fast-ion energy by modifying the injected beam power. A combined ECRH and NBI controller is also successfully tested, which is able to adjust the heating mix between ECRH and NBI to match a certain desired ion heating fraction at given total power. Further experiments have been carried out towards control of the ion heat flux (i.e. ion heating plus collisional heat transfer between ions and electrons). They show good initial success, but also leave room for future improvements as the controller runs into instabilities at too high requests. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
6. Targeting a Versatile Actuator for EU-DEMO: Real Time Monitoring of Pellet Delivery to Facilitate Burn Control.
- Author
-
Lang, P. T., van Berkel, M., Biel, W., Bosman, T. O. S. J., David, P., Day, Ch., Fable, E., Giannone, L., Griener, M., Giegerich, T., Kallenbach, A., Kircher, M., Krimmer, A., Kudlacek, O., Maraschek, M., Ploeckl, B., Sieglin, B., Suttrop, W., and Zohm, H.
- Subjects
BURN care units ,FUSION reactor blankets ,ACTUATORS ,PLASMA density ,KINETIC control ,SYSTEM identification ,TOKAMAKS - Abstract
Core particle fueling, an essential task in the European demonstration fusion power plant EU-DEMO, relies on adequate pellet injection. However, pellets are fragile objects, and their delivery efficiency can hardly be assumed to be unity. Exploring kinetic control of the EU-DEMO1 scenario indicates that such missed-out pellets do cause a considerable problem for keeping a burning plasma. Missed-out pellets can cause a severe drop of plasma density that in turn results in a potential drastic loss of burn power. Efforts are under way at the ASDEX Upgrade (AUG) tokamak aiming to provide real-time monitoring of pellet arrival and announcement of missed-out cases to the control systems. To further optimize the controllers, system identification experiments have been performed to identify the dynamic response of the system to the actuators. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
7. Evaluation of ITER divertor shunts as a synthetic diagnostic for detachment control.
- Author
-
Orrico, C.A., Ravensbergen, T., Pitts, R.A., Bonnin, X., Kaveeva, E., Park, J.S., Rozhansky, V., Senichenkov, I., Watts, C., and de Baar, M.
- Subjects
- *
FUSION reactor divertors , *PLASMA boundary layers , *COMPUTATIONAL electromagnetics , *REAL-time control , *ELECTRIC potential measurement , *HEAT flux - Abstract
Reliable diagnostics that measure the detached state of the ITER divertor plasma will be necessary to control heat flux to the divertor targets during steady state, burning plasma operation. This paper conducts an initial exploration into the feasibility of the divertor shunt diagnostic as a lightweight, robust, and real-time detachment sensor. This diagnostic is a set of shunt lead pairs that measure the voltage drop along the divertor cassette body, from which the plasma scrape-off layer (SOL) current is calculated. Using SOLPS-ITER simulations for control-relevant ITER plasma scenarios, the thermoelectric current magnitude along the SOL is shown to decrease significantly with the onset of partial detachment at the outer divertor target. Electromagnetic modelling of a simplified divertor cassette is used to develop a control-oriented inductance-resistance circuit model, from which SOL currents can be calculated from shunt pair voltage measurements. The sensitivity and frequency-response of the resulting system indicates that the diagnostic will accurately measure SOL thermoelectric currents during ITER operation. These currents will be a good measure of the detached state of the divertor plasma, making the divertor shunt diagnostic a potentially extremely valuable and physically robust sensor for real-time detachment control. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
8. Protection of the plasma facing components in the WEST tokamak, progress and development in view of ITER
- Author
-
M. Houry, M-H. Aumeunier, Y. Corre, X. Courtois, R. Mitteau, TH. Loarer, L. Dubus, E. Gauthier, J. Gerardin, V. Gorse, E. Grelier, A. Juven, PH. Malard, V. Moncada, Q. Tichit, S. Vives, J. Gaspar, and the WEST Team
- Subjects
fusion operation ,protection ,plasma facing components ,infrared ,plasma control ,diagnostic ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
The protection of the inner walls of magnetic confinement fusion research reactors is a crucial issue, particularly in this research context where plasma scenarios are explored to reach high power performance, thus leading to high temperature of the plasma facing components (PFCs), possibly close to their technological limitation. The aim is to protect the PFCs from damage during experimental campaigns, whilst enabling the expansion of the operational domain toward long duration and high power performances. With nearly 35 years of operation of Tore Supra and now WEST, CEA’s magnetic fusion research institute, the IRFM, has deployed a system combining thermal instrumentation, modeling of the heat transfer and photonic emission, signal processing and understanding of the physics of plasma-wall interaction to provide an optimized and controlled protection of the PFCs in metallic environment (with tungsten, bore, copper and stainless steel materials). In this context, the WEST Tokamak is a relevant Fusion facility capable of combining steady-state (Vloop ∼ 0) 1000 s long pulse operation with up to 6 MW m ^−2 on its divertor together with an advanced first wall protection system that could be deployed on ITER and future Fusion machines. The paper describes the wall protection system installed on WEST, highlighting its particular features and recent results.
- Published
- 2024
- Full Text
- View/download PDF
9. Error field detection and correction studies towards ITER operation
- Author
-
L. Piron, C. Paz-Soldan, L. Pigatto, P. Zanca, O. Sauter, T. Putterich, P. Bettini, M. Bonotto, G. Cunningham, G. De Tommasi, N. Ferron, M. Gambrioli, G. Graham, P. De Vries, Y. Gribov, Q. Hu, K. Kirov, N.C. Logan, M. Lennholm, M. Mattei, M. Maraschek, T. Markovic, G. Manduchi, P. Martin, A. Pironti, A.R. Polevoi, T. Ravensbergen, D. Ryan, B. Sieglin, W. Suttrop, D. Terranova, W. Teschke, D.F. Valcarcel, C. Vincent, JET Contributors, the EUROfusion Tokamak Exploitation Team, the ASDEX Upgrade Team, and MAST-U Team
- Subjects
error fields ,plasma control ,ITER ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
In magnetic fusion devices, error field (EF) sources, spurious magnetic field perturbations, need to be identified and corrected for safe and stable (disruption-free) tokamak operation. Within Work Package Tokamak Exploitation RT04, a series of studies have been carried out to test the portability of the novel non-disruptive method, designed and tested in DIII-D (Paz-Soldan et al 2022 Nucl. Fusion 62 126007), and to perform an assessment of model-based EF control strategies towards their applicability in ITER. In this paper, the lessons learned, the physical mechanism behind the magnetic island healing, which relies on enhanced viscous torque that acts against the static electro-magnetic torque, and the main control achievements are reported, together with the first design of the asynchronous EF correction current/density controller for ITER.
- Published
- 2024
- Full Text
- View/download PDF
10. RFX-mod2 as a flexible device for reversed-field-pinch and low-field tokamak research
- Author
-
D. Terranova, M. Agostini, F. Auriemma, M. Gobbin, G. Marchiori, L. Pigatto, P. Porcu, I. Predebon, G. Spizzo, N. Vianello, P. Zanca, D. Abate, T. Bolzonella, D. Bonfiglio, M. Bonotto, S. Cappello, L. Carraro, R. Cavazzana, P. Franz, R. Lorenzini, L. Marrelli, R. Milazzo, S. Peruzzo, M.E. Puiatti, P. Scarin, M. Spolaore, E. Tomasina, M. Valisa, M. Veranda, B. Zaniol, and M. Zuin
- Subjects
RFP ,tokamak ,transport ,MHD ,plasma control ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
The RFX-mod2 installation is planned to be completed by 2024 and the start of operations is expected in 2025. The high flexibility of the machine (already tested in the previous RFX-mod experiment) allows operation in Reversed Field Pinch and tokamak configuration as well as ultra-low q pulses. In this work we present predictive analysis on transport, performances and plasma control in RFX-mod2 in view of the first experimental campaigns.
- Published
- 2024
- Full Text
- View/download PDF
11. Implications of vertical stability control on the SPARC tokamak
- Author
-
A.O. Nelson, D.T. Garnier, D.J. Battaglia, C. Paz-Soldan, I. Stewart, M. Reinke, A.J. Creely, and J. Wai
- Subjects
vertical stability ,plasma control ,SPARC ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
To achieve its performance goals, SPARC plans to operate in equilibrium configurations with a strong elongation of $\kappa_\mathrm{areal}\sim1.75$ , which in turn will destabilize the n = 0 vertical instability. However, SPARC also features a relatively thick conducting wall that is designed to withstand disruption forces, leading to lower vertical instability growth rates than usually encountered. In this work, we use the TokSyS framework to survey families of accessible shapes near the SPARC baseline configuration, finding maximum growth rates in the range of $\gamma\lesssim100\,$ s ^−1 . The addition of steel vertical stability plates has only a modest ( ${\sim}25\%$ ) effect on reducing the vertical growth rate and almost no effect on the plasma controllability when the full vertical stability system is taken into account, providing flexibility in the plate conductivity in the SPARC design. Analysis of the maximum controllable displacement on SPARC is used to inform the power supply voltage and current limit requirements needed to control an initial vertical displacement of 5% of the minor radius. From the expected spectra of plasma disturbances and diagnostic noise, requirements for filter latency and vertical stability coil heating tolerances are also obtained. Small modifications to the outboard limiter location are suggested to allow for an unmitigated vertical disturbance as large as 5% of the minor radius without allowing the plasma to become limited. Further, investigations with the 3D COMSOL code reveal that strategic inclusion of insulating structures within the VSC supports are needed to maintain sufficient magnetic response. The workflows presented here help to establish a model for the integrated predictive design for future devices by coupling engineering decisions with physics needs.
- Published
- 2024
- Full Text
- View/download PDF
12. Decoupling beam power and beam energy on ASDEX Upgrade NBI with an in-situ variable extraction gap system
- Author
-
C. Hopf, N. den Harder, B. Heinemann, C. Angioni, U. Plank, M. Weiland, and the ASDEX Upgrade Team
- Subjects
neutral beam injection ,variable gap ,plasma control ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
In early 2022 one source of ASDEX Upgrade’s (AUG) neutral beam injector 2 was equipped with a first-of-its-kind beam extraction grid system with in-situ variable extraction/acceleration gap that allows one to choose beam energy and beam power independently in a wide operational space, greatly enhancing experimental flexibility. The gap can be changed from one AUG discharge to the next. The extended operational space makes it possible to reduce beam energy and shine through while maintaining high heating power, or to reduce NBI power at high beam energy, e.g. to stay in L mode. Furthermore, the feature opens the door for advanced control of heat and torque deposition, such as to change torque and ion-to-electron heating ratio at constant power. The prototype system was successfully tested in 2022 and already found first applications in AUG’s physics programme. The remaining three sources of the same injector will also be equipped with variable gaps during the 2022–24 opening of AUG and installation of this new system on all sources of NBI 1 is also under discussion in order to exploit the full potential of the new feature.
- Published
- 2024
- Full Text
- View/download PDF
13. Plasma control for the step prototype power plant
- Author
-
M. Lennholm, S. Aleiferis, S. Bakes, O.P. Bardsley, M. van Berkel, F.J. Casson, F. Chaudry, N.J. Conway, T.C. Hender, S.S. Henderson, A. Hudoba, B. Kool, M. Lafferty, H. Meyer, J. Mitchell, A. Mitra, R. Osawa, R. Otin, A. Parrott, T. Thompson, G. Xia, and the STEP Team
- Subjects
spherical tokamak ,fusion power plant ,plasma control ,bootstrap current ,detachment ,double null ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
In 2019 the UK launched the Spherical Tokamak for Energy Production (STEP) programme to design and build a prototype electricity producing nuclear fusion power plant, aiming to start operation around 2040. The plant should lay the foundation for the development of commercial nuclear fusion power plants. The design is based on the spherical tokamak principle, which opens a route to high pressure, steady state, operation. While facilitating steady state operation, the spherical design introduces some specific plasma control challenges: (i) All plasma current during the burn phase should to be generated through non-inductive means, dominated by bootstrap current. This leads to operation at high normalised plasma pressure ${\beta _{\text{N}}}$ with high plasma elongation, which in turn imposes effective active stabilisation of the vertical plasma position. (ii) The tight aspect ratio means very limited space for a central solenoid, imposing that even the current ramp up must be non-inductively generated. (iii) The compact design leads to extreme heat loads on plasma facing components. A double null design has been chosen to spread this load, putting strict demands on the control of the unstable vertical plasma position. (iv) The heat pulses associated with unmitigated ELMs are unlikely to be acceptable imposing ELM free operation or active ELM control. (v) To reduce and spread heat loads, core and divertor radiation and momentum loss has to be controlled, aiming to operate with simultaneously detached upper and lower divertors. (vi) High pressure operation is likely to require active resistive wall mode (RWM) stabilisation. (vii) The conductivity distribution in structures near the plasma must be carefully selected to reduce the growth rates for the vertical instability and the RWM without damping the penetration of the of magnetic fields from active control coils too much. This article describes the initial work carried out to develop a STEP plasma control system.
- Published
- 2024
- Full Text
- View/download PDF
14. Model-predictive kinetic control with data-driven models on EAST
- Author
-
D. Moreau, S. Wang, J.P. Qian, Q. Yuan, Y. Huang, Y. Li, S. Ding, H. Du, X. Gong, M. Li, H. Liu, Z. Luo, L. Zeng, E. Olofsson, B. Sammuli, J.F. Artaud, A. Ekedahl, and E. Witrant
- Subjects
tokamaks ,plasma control ,kinetic control ,profile control ,model-predictive control ,two-time-scale control ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
In this work, model-predictive control (MPC) was combined for the first time with singular perturbation theory, and an original plasma kinetic control method based on extremely simple data-driven models and a two-time-scale MPC algorithm has been developed. A comprehensive review is presented in this paper. Slow and fast semi-empirical models are identified from data, by considering the fast kinetic plasma dynamics as a singular perturbation of a quasi-static equilibrium, which itself is governed, on the slow time scale, by the flux diffusion equation. This control technique takes advantage of the large ratio between the time scales involved in magnetic and kinetic plasma transport. It is applied here to the simultaneous control of the safety factor profile, q (𝑥), and of several kinetic variables, such as the poloidal beta parameter, β _p , and the internal inductance parameter, l _i , on the EAST tokamak. In the experiments, the available control actuators were lower hybrid current drive (LHCD) and co-current neutral beam injection (NBI) from different sources. Ion cyclotron resonant heating (ICRH) and electron cyclotron resonant heating (ECRH) are used as additional actuators in control simulations. In the controller design, an observer provides, in real time, an estimate of the system states and of the mismatch between measured and predicted outputs, which ensures robustness to model errors and offset-free control. Based on the observer information, the controller predicts the behavior of the system over a given time horizon and computes the optimal actuation by solving a quadratic programming optimization problem that takes the actuator constraints into account. A number of control applications are described in the paper, either in nonlinear simulations with EAST-like parameters or in real experiments on EAST. The simulations were performed with a fast plasma simulator (METIS) using either two control actuators (LHCD and ICRH) in a low density scenario, or up to four actuators at higher density: LHCD, ECRH, and two NBI systems driven in a on/off pulse-width-modulation (PWM) mode, with different injection angles. The control models are identified with the prediction-error method, using datasets obtained from open loop simulations in which the actuators are modulated with pseudo-random binary sequences. The simulations with two actuators show that various q (𝑥) profiles and β _p waveforms can be tracked without offset, within times that are consistent with the resistive and thermal diffusion time scales, respectively. In simulations with four actuators, simultaneous tracking of time-dependent targets is shown for q (𝑥) at two normalized radii, 𝑥 = 0 and 𝑥 = 0.4, and for β _p . Due to the inherent mismatch between the optimal NBI power request and the delivered PWM power, the kinetic controller performs with reduced accuracy compared with simulations that do not use the NBI/PWM actuators. The first experimental tests using this new control algorithm were performed on EAST when the only available actuator was the LHCD system at 4.6 GHz. The algorithm was thus used in its simplest single-input-single-output version to track time-dependent targets for the central safety factor, q _0 , or for β _p . In the closed loop control experiments, the q _0 targets were tracked in about one second, consistently with the plasma resistive time constant. Excellent tracking of a piecewise linear β _p target waveform was also achieved. When the NBI system became controllable in real time by the EAST plasma control system, new experiments were dedicated to multiple-input-multiple-output MPC control with three actuators: LHCD and two NBI actuators using the PWM algorithm. Given that the minimum time allowed between NBI on/off switching was 0.1 s, i.e. larger than the characteristic time of the fast plasma dynamics, a reduced version of the MPC controller based only on the slow model was used. Various controller configurations were tested during a single experimental session, with up to three controlled variables chosen among q _0 = q ( 𝑥 = 0), q _1 = q ( 𝑥 = 0.5), β _p and l _i . The main difficulty encountered during this session was the unavailability of the full baseline ICRH and ECRH powers that were used in the reference scenario, and from which the plasma model was identified. This often led to the saturation of one or several actuators, which prevented some targets selected in advance from being accessible. Nevertheless, in cases that were free from actuator saturation, q _0 and q _1 targets were successfully reached, in a time that is consistent with the resistive diffusion time of the model and with small oscillations that are characteristic of the PWM operation of the neutral beams. During the simultaneous control of q _0 and β _p , the ICRH power was too low and, in addition, the plasma density was much larger than the reference one. The q _0 targets were not accessible in this high-density/low-power case, but β _p control was successful. Finally, the simultaneous control of q _0 and l _i was satisfactory and, during the simultaneous control of, q _0 , β _p and l _i , the tracking of β _p and l _i was satisfactory but q _0 was too large due to the lack of ICRH power and to NBI saturation. In conclusion, the extensive nonlinear simulations described in this paper have demonstrated the relevance of combining MPC, data-driven models and singular perturbation methods for plasma kinetic control. This technique was also assessed experimentally on EAST, although some tests were perturbed by undesired parameter changes with respect to the reference scenario.
- Published
- 2024
- Full Text
- View/download PDF
15. First feedback-controlled divertor detachment in W7-X: Experience from TDU operation and prospects for operation with actively cooled divertor
- Author
-
M. Krychowiak, R. König, T. Barbui, S. Brezinsek, J. Brunner, F. Effenberg, M. Endler, Y. Feng, E. Flom, Y. Gao, D. Gradic, P. Hacker, J.H. Harris, M. Hirsch, U. Höfel, M. Jakubowski, P. Kornejew, M. Otte, A. Pandey, T.S. Pedersen, A. Puig, F. Reimold, O. Schmitz, T. Schröder, V. Winters, and D. Zhang
- Subjects
Plasma control ,Detachment ,Plasma fuelling and seeding ,Nuclear engineering. Atomic power ,TK9001-9401 - Abstract
In the last experimental campaign (OP1.2b) of the stellarator Wendelstein 7-X (W7-X), boronisation as a mean for first wall conditioning was applied for the first time which led to strongly reduced impurity fluxes from plasma-facing components. Thermal detachment at the uncooled target plates of the test divertor unit (TDU) was reached at higher plasma densities and was accompanied by high recycling of neutrals at the target plate [1], [2]. A feedback control system was established in W7-X to actively control the gas injection (actuator) for plasma fuelling and impurity seeding [3] through the divertors. It allowed very successful stabilisation of the detached plasma condition state as well as mitigation of thermal overloads to some baffle tiles. Different routinely available diagnostic signals were used as input parameters (sensors). We describe the setup of the feedback control system, its performance and provide some example results with the main focus on the development of the control scheme which led to the detachment stabilisation over the entire longest (30 s) high-power discharge at W7-X so far. In view of the achieved very successful detachment stabilisation and the necessity to include simultaneous optimisation of the core performance in the future, the feedback control system is being upgraded for the upcoming campaign (OP2.1) in which the water cooled and hereby inherently steady-state capable divertor has been currently installed. The prospects and some experiment ideas for active detachment control are discussed.
- Published
- 2023
- Full Text
- View/download PDF
16. Low-Temperature and High-Speed Fabrication of Nanocrystalline Ge Films on Cu Substrates Using Sub-Torr-Pressure Plasma Sputtering
- Author
-
Giichiro Uchida, Kenta Nagai, Ayaka Wakana, and Yumiko Ikebe
- Subjects
Plasma applications ,plasma control ,semiconductor films ,sputtering ,germanium ,germanium alloys ,Chemical technology ,TP1-1185 ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
We fabricated nanocrystalline Ge films using radio-frequency (RF) magnetron plasma sputtering deposition under a high Ar-gas pressure. The Ge nanograins changed from amorphous to crystalline when the distance between the Ge sputtering target and the substrate was decreased to 5 mm and the RF input power was 11.8 W/cm2 (60 W), where the deposition rate was as high as 660 nm/min. In addition, the size of the nanocrystalline grains increased from 100 to 307 nm when the RF input power for plasma production was increased from 11.8 W/cm2 (60 W) to 17.7 W/cm2 (90 W). In the developed narrow-gap plasma process at sub-Torr pressures, nanocrystalline Ge films were successfully fabricated on Cu substrates at low temperatures, without the substrate being heated. However, when annealing was conducted under an N2 atmosphere, which is the conventional method to induce solid-phase crystallization, the amorphous Ge layer on a Cu substrate changed to a Cu3Ge crystal layer through interdiffusion of Ge and Cu atoms at 400–500 °C.
- Published
- 2022
- Full Text
- View/download PDF
17. Empirical error field control at JET in preparation of ITER start-up.
- Author
-
Piron, L., Paz-Soldan, Carlos, Lennholm, Morten, Kirov, Krassimir, Valcarcel, Daniel, Baruzzo, Matteo, Bolzonella, Tommaso, Cicioni, Rachele, De Vries, Peter, Ferron, Nicolò, Gambrioli, Matteo, Gribov, Y., Henriques, R., Joffrin, Emmanuel, Martin, Piero, Mattei, Massimiliano, Manduchi, Gabriele, Pangione, Luigi, Pigatto, Leonardo, and Pironti, Alfredo
- Subjects
- *
PLASMA confinement , *PLASMA jets , *PLASMA currents , *NUCLEAR fusion , *MAGNETIC fields - Abstract
• Empirical error field correction currents have been deduced by the execution of the non-disruptive compass scan method. • Empirical error field control has been tested at JET, allowing locked mode spin up and exploration of lower density regime. • The design of the empirical error field controller for ITER is presented. This work reports on error field identification and control studies carried out at JET and insights on the development of the empirical EF controller for ITER. The empirical EF controller has been included in the JET real-time central controller following the execution of the non-disruptive compass scan method (Paz-Soldan C. et al., Nuclear Fusion 62 (2022) 126007), which allowed the identification of the EF source and the currents for error field compensation. When testing the empirical EF controller, born locked n = 1 modes have been observed to spin-up and a lower density regime has been explored in the 1.8 MA plasma current, 2.1 T toroidal magnetic field scenario than otherwise achievable. These experimental results demonstrate the benefits of EF correction. In preparation of EF correction studies in ITER, the empirical EF controller for ITER has been developed and integrated in the plasma control system database. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
18. Control of power, torque, and instability drive using in-shot variable neutral beam energy in tokamaks
- Author
-
Pace, DC, Collins, CS, Crowley, B, Grierson, BA, Heidbrink, WW, Pawley, C, Rauch, J, Scoville, JT, Van Zeeland, MA, and Zhu, YB
- Subjects
Affordable and Clean Energy ,neutral beam ,tokamak ,Alfven wave ,plasma control ,Atomic ,Molecular ,Nuclear ,Particle and Plasma Physics ,Fluids & Plasmas - Abstract
A first-ever demonstration of controlling power and torque injection through time evolution of neutral beam energy has been achieved in recent experiments at the DIII-D tokamak (Luxon 2002 Nucl. Fusion 42 614). Pre-programmed waveforms for the neutral beam energy produce power and torque inputs that can be separately and continuously controlled. Previously, these inputs were tailored using on/off modulation of neutral beams resulting in large perturbations (e.g. power swings of over 1 MW). The new method includes, importantly for experiments, the ability to maintain a fixed injected power while varying the torque. In another case, different beam energy waveforms (in the same plasma conditions) produce significant changes in the observed spectrum of beam ion-driven instabilities. Measurements of beam ion loss show that one energy waveform results in the complete avoidance of coherent losses due to Alfvénic instabilities. This new method of neutral beam operation is intended for further application in a variety of DIII-D experiments including those concerned with high-performance steady state scenarios, fast particle effects, and transport in the low torque regime. Developing this capability would provide similar benefits and improved plasma control for other magnetic confinement fusion facilities.
- Published
- 2017
19. Control of power, torque, and instability drive using in-shot variable neutral beam energy in tokamaks
- Author
-
Diii-D Team, T, Pace, DC, Collins, CS, Crowley, B, Grierson, BA, Heidbrink, WW, Pawley, C, Rauch, J, Scoville, JT, Van Zeeland, MA, and Zhu, YB
- Subjects
neutral beam ,tokamak ,Alfven wave ,plasma control ,Fluids & Plasmas ,Atomic ,Molecular ,Nuclear ,Particle and Plasma Physics ,Atomic ,Molecular ,Nuclear ,Particle and Plasma Physics - Abstract
A first-ever demonstration of controlling power and torque injection through time evolution of neutral beam energy has been achieved in recent experiments at the DIII-D tokamak (Luxon 2002 Nucl. Fusion 42 614). Pre-programmed waveforms for the neutral beam energy produce power and torque inputs that can be separately and continuously controlled. Previously, these inputs were tailored using on/off modulation of neutral beams resulting in large perturbations (e.g. power swings of over 1 MW). The new method includes, importantly for experiments, the ability to maintain a fixed injected power while varying the torque. In another case, different beam energy waveforms (in the same plasma conditions) produce significant changes in the observed spectrum of beam ion-driven instabilities. Measurements of beam ion loss show that one energy waveform results in the complete avoidance of coherent losses due to Alfvénic instabilities. This new method of neutral beam operation is intended for further application in a variety of DIII-D experiments including those concerned with high-performance steady state scenarios, fast particle effects, and transport in the low torque regime. Developing this capability would provide similar benefits and improved plasma control for other magnetic confinement fusion facilities.
- Published
- 2017
20. Control of power, torque, and instability drive using in-shot variable neutral beam energy in tokamaks
- Author
-
Zhu, Y. [Univ. of California, Irvine, CA (United States)]
- Published
- 2016
- Full Text
- View/download PDF
21. Development of robust and multi-mode control of tearing in DIII-D
- Author
-
Volpe, F. [Columbia Univ., New York, NY (United States)]
- Published
- 2016
- Full Text
- View/download PDF
22. Progress and plan of KSTAR plasma control system upgrade
- Author
-
Milne, P. [D-TACQ Co. Ltd, Scotland (United Kingdom)]
- Published
- 2016
- Full Text
- View/download PDF
23. Alfvén eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks.
- Author
-
Jalalvand, Azarakhsh, Kaptanoglu, Alan A., Garcia, Alvin V., Nelson, Andrew O., Abbate, Joseph, Austin, Max E., Verdoolaege, Geert, Brunton, Steven L., Heidbrink, William W., and Kolemen, Egemen
- Subjects
- *
RECURRENT neural networks , *MAGNETOHYDRODYNAMIC instabilities , *REAL-time control , *PLASMA devices , *FALSE alarms - Abstract
Modern tokamaks have achieved significant fusion production, but further progress towards steady-state operation has been stymied by a host of kinetic and MHD instabilities. Control and identification of these instabilities is often complicated, warranting the application of data-driven methods to complement and improve physical understanding. In particular, Alfvén eigenmodes are a class of ubiquitous mixed kinetic and MHD instabilities that are important to identify and control because they can lead to loss of confinement and potential damage to the walls of a plasma device. In the present work, we use reservoir computing networks to classify Alfvén eigenmodes in a large labeled database of DIII-D discharges, covering a broad range of operational parameter space. Despite the large parameter space, we show excellent classification and prediction performance, with an average hit rate of 91% and false alarm ratio of 7%, indicating promise for future implementation with additional diagnostic data and consolidation into a real-time control strategy. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
24. Investigation on arc characteristics in cup‐shaped contacts with different structure for transverse magnetic field vacuum circuit breaker.
- Author
-
Wei, Leming, Xiu, Shixin, Jiang, Yuzi, Yuan, Bo, Qu, Chenchen, and Yang, Jinwang
- Subjects
- *
VACUUM circuit breakers , *VACUUM arcs , *MAGNETIC structure , *MAGNETIC fields , *TANGENTIAL force , *LORENTZ force - Abstract
The cup‐shaped transverse magnetic field (TMF) contacts contain radial components and tangential components in the TMF generated when the current is interrupted. The tangential force generated by the radial magnetic field component drives the vacuum arc to rotate, and the tangential magnetic field component generates a radial force that causes the vacuum arc to move radially outward. In this paper, in order to study the influence of the arc force direction on the arc characteristics, the influence of the contact structure parameters such as the inclination of the inner wall on the arc force direction is simulated, and the breaking tests of different levels of current are carried out on the contact with different structure parameters. It is found that the direction of the Lorentz force has a significant effect on the breaking characteristics of the current, and the tangential and radial force components have varying degrees of influence on the motion characteristics of the arc during the start process and the metal droplet splashing. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
25. Actuator Development Step by Step: Pellet Particle Flux Control for Single- and Multiple-Source Systems.
- Author
-
Lang, P. T., Ploeckl, B., Fischer, R., Griener, M., Kircher, M., Kudlacek, O., Phillips, G., Sieglin, B., Yamamoto, S., Treutterer, W., and Team, AUG
- Subjects
ACTUATORS ,PLASMA confinement - Abstract
Fuel injection by means of solid cryogenic pellets is expected to provide a sound and efficient tool. Hence, the installation of a pellet launching system will be a necessity. Yet, pellets are considered as a serviceable actuator for integrated supplementary functions as, e.g., fast and efficient delivery of seeding gas, or in case needed, the pacing of edge-localized modes. Consequently, a control scheme has to be developed that is capable of mastering the simultaneous actuations covering different tasks. Our scheme relies on pellet launching by a centrifuge accelerator, providing the option for precisely predictable pellet injection sequences. In order to develop a suitable actuator control scheme, as a first step the central part was brought into service at ASDEX Upgrade. It proved operational for feedback particle flux control of a single pellet source. In a subsequent step, it is now upgraded to enable multitasked control of the JT-60SA multipellet source currently under construction. In its finally designated configuration, this control scheme provides a potential solution for a reactor-grade system. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
26. Plasma Magnetic Control Systems in D-shaped Tokamaks and Imitation Digital Computer Platform in Real Time for Controlling Plasma Current and Shape.
- Author
-
Mitrishkin, Yuri V.
- Subjects
TOKAMAKS ,PLASMA confinement ,PLASMA magnetism ,DIGITAL technology ,METHODOLOGY - Abstract
The direction of developing plasma magnetic control systems in D-shaped tokamaks with its actuality and scientific novelty is presented. Shortly the poloidal systems of ITER and DEMO are characterized. The new imitation computer digital platform for modeling plasma magnetic control systems in real time for application in physical experiments is described. The preliminary results of testing the plasma magnetic control system for the Globus-M2 tokamak (Ioffe Institute, S-Petersburg, Russia) on the target computer of the platform are given. The digital twin of the imitation platform is characterized. The methodology of risk minimization is presented. [ABSTRACT FROM AUTHOR]
- Published
- 2022
27. Robust real-time feedback algorithms for plasma kinetic control in advanced tokamak scenarios.
- Author
-
Wang, S, Moreau, D, Witrant, E, Qian, J P, Yuan, Q P, Huang, Y, and Zeng, L
- Subjects
- *
TOKAMAKS , *KINETIC control , *PLASMA confinement , *CYCLOTRON resonance , *REAL-time control , *PSYCHOLOGICAL feedback , *RUNNING speed - Abstract
Robust real-time control algorithms for tracking plasma kinetic parameters in advanced tokamak scenarios are developed based on linear state-space (LSS) dynamic models. The real-time control algorithms under study comprise the H ➠robust control, the linear quadratic integral control and the internal model control. The plasma models used in this work are restricted to LSS models identified from dedicated simulation/experimental data, though the proposed control algorithms can conveniently be extrapolated to broadly incorporate linear models obtained from first-principles plasma theory. The control objective is to track plasma kinetic parameters of interest to desired operating points in advanced tokamak scenarios by actuating additional heating & current drive systems in real-time. Plasma kinetic parameters involve the poloidal pressure parameter β p , the internal inductance li , the average toroidal rotation angular speed Ω ϕ and the electron temperature on axis T e , 0 while the actuators are the ion cyclotron resonance heating and lower hybrid current drive systems. In order to achieve enhanced control performance, two control layers are designed. The outer layer, i.e. an internal model-based proportional-integral actuator controller, operating on a fast timescale ( ≪ the energy confinement time τ E ) aiming at tracking the commands requested by the inner kinetic controllers, while the inner layer, i.e. a kinetic controller chosen from various alternatives, running on a slow timescale ( ⼠τ E ) is dedicated to tailoring plasma kinetic parameters. Simulation results for the experimental advanced superconducting tokamak (EAST) tokamak are provided and compared to show the capabilities of each control approach. Dedicated kinetic control experiments conducted in an H-mode scenario on EAST are reported as well. The advantages and limits of these control algorithms are discussed and summarised. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
28. Development of High-Speed Image Acquisition and Processing System for Real-Time Plasma Control on EAST.
- Author
-
Hang, Qin, Zhang, Heng, Chen, Dalong, Huang, Yao, Xiao, Bingjia, Shen, Biao, Wang, Guoyin, and Li, Weisheng
- Subjects
- *
PLASMA confinement , *REAL-time control , *CONVOLUTIONAL neural networks , *PLASMA flow , *DATA warehousing , *IMAGE fusion - Abstract
In order to realize advanced plasma control based on visible cameras, a high-speed image acquisition and processing system has been developed recently on Experimental Advanced Superconducting Tokamak (EAST). This system is optimized in many ways to achieve high-speed, real-time, low-latency performance, and to load multiple acquisition cards simultaneously. The acquisition rate of this system can be close to 10 000 FPS when the frame size is set as 320 $\times240$ and the pixel depth is set as 8 bits. DMA is used for high-speed data transmission; the memory copy function is optimized for reducing the time cost on data memory reading and writing. Besides, the visualization subsystem based on the Python web can communicate with the acquisition machines and also can synthesize data of multiple acquisition machines in real time to perform image fusion and access display. In addition, a thermal event recognition function based on visible imaging is also included in this system. The convolutional neural network (CNN) model of hot spots and multifaceted asymmetric radiation from the edge (MARFE) detection for EAST plasma discharge has been developed so far. The detection results can be visualized in quasi-real time. In terms of data storage, a new data storage format is designed; a GUI for off-line data analysis and processing based on MATLAB is provided. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
29. Physics-model-based nonlinear actuator trajectory optimization and safety factor profile feedback control for advanced scenario development in DIII-D
- Author
-
Johnson, R. [General Atomics, San Diego, CA (United States)]
- Published
- 2015
- Full Text
- View/download PDF
30. Combined magnetic and kinetic control of advanced tokamak steady state scenarios based on semi-empirical modelling
- Author
-
Walker, Michael [General Atomics, San Diego, CA (United States)]
- Published
- 2015
- Full Text
- View/download PDF
31. Real-time implementation of the high-fidelity NBI code RABBIT into the discharge control system of ASDEX Upgrade
- Author
-
M. Weiland, R. Bilato, B. Sieglin, F. Felici, L. Giannone, O. Kudlacek, M. Rampp, M. Scheffer, W. Treutterer, T. Zehetbauer, the ASDEX Upgrade Team, and the EUROfusion MST1 Team
- Subjects
tokamak ,plasma control ,Fokker-Planck ,numerical noise ,non-constant time-steps ,fast ions ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
For the first time, a real-time capable NBI code, which has a comparable fidelity to the much more computationally expensive Monte Carlo codes such as NUBEAM, has been coupled to the discharge control system of a tokamak. This implementation has been done at ASDEX Upgrade and is presented in this paper. Modifications to the numerical scheme of RABBIT for the time-dependent solution of the Fokker–Planck equation have been carried out to make it compatible with the non-equidistant time-steps, as they occur in real-time simulations. We demonstrate that this allows RABBIT to run in real-time both in a steady-state and time-dependent fashion and show and discuss an actual real-time simulation. Its accuracy is identified by comparing to offline RABBIT and TRANSP-NUBEAM runs (where more diagnostics are available for preciser inputs).
- Published
- 2023
- Full Text
- View/download PDF
32. On the Multipole Resonance Probe: Current Status of Research and Development.
- Author
-
Oberrath, Jens, Friedrichs, Michael, Gong, Junbo, Oberberg, Moritz, Pohle, Dennis, Schulz, Christian, Wang, Chunjie, Awakowicz, Peter, Brinkmann, Ralf Peter, Lapke, Martin, Mussenbrock, Thomas, Musch, Thomas, and Rolfes, Ilona
- Subjects
- *
RESEARCH & development , *PLASMA resonance , *PLASMA oscillations , *ELECTRON temperature measurement , *RESONANCE , *PLASMA spectroscopy - Abstract
During the last decade a new probe design for active plasma resonance spectroscopy, the multipole resonance probe (MRP), was proposed, analyzed, developed, and characterized in two different designs: the spherical MRP (sMRP) and the planar MRP (pMRP). The advantage of the latter is that it can be integrated into the chamber wall and can minimize the perturbation of the plasma. Both designs can be applied for monitoring and control purposes of plasma processes for industrial applications. As usual for this measurement technique, a mathematical model is required to determine plasma parameter (electron density, electron temperature, and collision frequency of electrons with neutral atoms) from the measured resonances. Based on the cold plasma model a simple relationship between the resonance frequency and the electron density can be derived and leads to excellent measurement results. However, a simultaneous measurement of the electron temperature in low-pressure plasmas requires a kinetic model, because the half-width of the resonance peak is broadened by kinetic effects. Such a model has been derived and first results show the broadening of the spectra as expected. Deriving a relation between the half-width and the electron temperature will allow the simultaneous measurement and an improvement of monitoring and control concepts. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
33. Investigation of intrinsic error fields in MAST-U device.
- Author
-
Gambrioli, M., Piron, L., Cunningham, G., Terranova, D., Baruzzo, M., Joffrin, E., Labit, B., Martin, P., Ryan, D., and Vincent, C.
- Subjects
- *
PLASMA instabilities , *PLASMA dynamics , *PLASMA stability , *PLASMA confinement , *TRANSFER functions , *SUPERCONDUCTING coils - Abstract
In magnetic fusion devices, undesired non-axisymmetric magnetic field perturbations, typically called error fields (EF), have been observed to have a detrimental effect on plasma stability and confinement and can lead to brute plasma terminations, i.e. plasma disruption events. The main strategies that can be adopted to minimize the effect of EFs on the plasma dynamics consist in a careful alignment of the coils, when assembling the fusion device, and, most commonly, in the use of EF correction coils which counteract the non-axisymmetric fields by prescribing properly designed correction currents. In this work, an assessment of the n = 1 EF source in MAST-U is presented. When constructing the MAST-U device, an optimization of poloidal and divertor coil positions has been adopted to reduce the n = 1 EF source. This optimization consisted in the application of coil shifts and tilts, of the order of mms and mrads, respectively. To investigate the presence of a residual n = 1 EF dedicated studies have been performed during the first MAST-U campaign. The compass scan method was employed to identify the n = 1 EF, relying on the detection of the locked mode (LM) onset, which proved to be a challenging task. Therefore, a methodology based on Transfer Functions (TFs) among each coil and the n = 1 radial magnetic field has been developed which allows the detection of LM formation. Such method is described here, complemented with the experimental results achieved, which suggest that the intrinsic n = 1 EF source on MAST-U is relatively small with respect to MAST. Indeed, the empirical correction currents for n = 1 EF minimization are smaller, about 0.2 kA, than the ones used in MAST, 1 kA range. This proves that the optimal coil alignment for n = 1 EF minimization has been a successful strategy in MAST-U. • Error field detection studies have been performed in MAST-U suggesting a small amplitude of n=1 error field. • To this purpose a new method based on transfer function identification has been developed and successfully tested to retrieve the plasma response, the key quantity for detecting locked mode onset times. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
34. Managing the complexity of plasma physics in control systems engineering.
- Author
-
Beernaert, T.F., de Baar, M.R., Etman, L.F.P., Classen, I.G.J., and de Bock, M.
- Subjects
- *
AUTOMATIC control systems , *PLASMA physics , *PLASMA confinement , *SYSTEMS engineering , *PLASMA-wall interactions - Abstract
The magnetized nuclear fusion plasma is a non-linear dynamic system with limits and constraints. It requires a sophisticated plasma control system with a wide variety of functions and components to ensure optimal and safe performance. A graph-based modelling framework is proposed for the integrated development of physics models, plasma scenarios and control systems. The framework contains actuators and sensors, continuous plasma processes and variables, discrete plasma states and events, and requirements. Most importantly, it defines the couplings between these elements. A Dependency Structure Matrix (DSM), a technique to represent and organize complex graphs, analyses these couplings to reveal a potential global system layout. The framework is demonstrated for ITER, resulting in a fully traceable graph model. The DSM suggests that the system can be organized into five distinct groups: Heating and current drive, magnetic configuration, burn dynamics, transport and exhaust, and plasma–wall interaction. Each group consists of actuators, sensors and physics. All couplings between groups are made apparent in the DSM. Although ITER features specific actuators and sensors, these groups appear common for magnetically confined fusion devices. • A graph model defines the interactions between tokamak physics and control systems. • Dependency Structure Matrix techniques divide the model into five coupled subsystems. • The model supports allocation of actuators and sensors to control functions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
35. An analysis of controlled detachment by seeding various impurity species in high performance scenarios on DIII-D and EAST
- Author
-
D. Eldon, H.Q. Wang, L. Wang, J. Barr, S. Ding, A. Garofalo, X.Z. Gong, H.Y. Guo, A.E. Järvinen, K.D. Li, J. McClenaghan, A.G. McLean, C.M. Samuell, J.G. Watkins, D. Weisberg, and Q.P. Yuan
- Subjects
Plasma control ,Detachment ,Tokamak ,Fusion ,Divertor ,Nuclear engineering. Atomic power ,TK9001-9401 - Abstract
Experiments at DIII-D and EAST have demonstrated simultaneous high confinement, divertor detachment, and active control of detachment level, all of which are required for ITER. Comparing detachment control via Teand Jsat, it appears that Teis the most straightforward sensor to use for accessing detachment onset, while Jsatoffers more precise control of degree of detachment. Based on these results, control using nitrogen seeding has so far shown the best ability to follow a target value with the low disruptivity and little to no degradation of performance when an Internal Transport Barrier (ITB) is present, but not all facilities allow its use. Neon seeding also can be paired with feedback control with low impact on core performance as long as there is no disruption, however shots with neon seeding commonly disrupted during these experiments. Argon is effective in EAST, but tends to degrade performance (by ≈10%βp) when detachment is achieved. With ideal conditions and strike point position control, data from a single Langmuir probe are an acceptable input to the control algorithm, but this simple system is easily defeated by strike point displacement comparable to the Teor Jsatscale lengths. The presence of an ITB seems to be critical to retaining core performance in detachment in these parameter ranges, as the pedestal pressure tends to decrease as a result of impurity seeding.
- Published
- 2021
- Full Text
- View/download PDF
36. Matter Injection in EU-DEMO: The Preconceptual Design.
- Author
-
Ploeckl, B., Lang, P. T., Frattolillo, A., Igitkhanov, Y., Pégourié, B., Fable, E., Day, Chr., and Gliss, C.
- Subjects
NUCLEAR fusion ,NUCLEAR power plants - Abstract
EU-DEMO will be the next step in Europe after ITER on the path toward a fusion power plant. The matter injection systems have to provide the requested material in order to establish, maintain, and terminate the burning plasma. Their main function is to fuel the plasma, but other tasks are addressed as well like delivering matter for generating sufficient core radiation and divertor buffering. In the preconceptual design phase performed from 2014 to 2020, the matter injection systems, in particular pellet injection and gas injection, have been assessed. This work describes the main findings and state of the art of the matter injection systems at the transition from the preconceptual design phase to the conceptual design phase. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
37. Targeting a Versatile Actuator for EU-DEMO: Xenon Doping of Fueling Pellets.
- Author
-
Lang, P. T., Ploeckl, B., Bernert, M., Bock, A., Dux, R., Kallenbach, A., Rohde, V., Siccinio, M., Suttrop, W., and Zito, A.
- Subjects
XENON ,TOKAMAKS ,FUEL cycle ,WOOD pellets ,ACTUATORS - Abstract
Xenon is a potential candidate as a pedestal and edge radiator in DEMO, but it is considered troublesome in cases where larger amounts have to be handled in the fuel cycle. Hence, direct and efficient codeposition inside the confined plasma with the fuel injected by means of solid cryogenic pellets is regarded as more favorable than simple gas puffing. At ASDEX Upgrade, investigations are underway to develop a versatile reactor-relevant pellet actuator. Equipped with an accordingly set up pellet launching system and well diagnosed, this all-metal-wall tokamak is well suited for this task. Here, we report on efforts to produce and inject pellets made from deuterium with a reasonable amount of admixed xenon. Results indicate xenon supply via carrier fueling pellets is possible while showing advanced performance. Compared to xenon gas puffing where long latency is observed, presumably due to wall sticking, doped pellets provide much shorter response times. Hence, this first exploration suggests fueling pellets with admixed auxiliary gases can be a versatile, efficient, and fast actuator for additional control features such as, e.g., radiative plasma cooling. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
38. Design and Comparison of Plasma H∞ Loop Shaping and RGA-H∞ Double Decoupling Multivariable Cascade Magnetic Control Systems for a Spherical Tokamak.
- Author
-
Mitrishkin, Yuri, Pavlova, Evgeniia, and Patrov, Mikhail
- Subjects
MATHEMATICAL decoupling ,TOKAMAKS ,FUSION reactors ,PINCH effect (Physics) ,DECOUPLING (Organizational behavior) - Published
- 2021
39. Generation and Characterization of Chaotic Convection in Collisional Plasma.
- Author
-
Koulakis, John P., Pree, Seth, and Putterman, Seth
- Subjects
- *
COLLISIONAL plasma , *ACOUSTIC radiation , *PLASMA turbulence , *RADIATION pressure , *PLASMA sheaths - Abstract
Turbulence in the plasma sheath around reentry vehicles is known to contribute to radio-communications blackout, but a practical laboratory model of that extreme environment remains elusive. Herein, we present a table-top plasma system with sustained, chaotic convection for that purpose. Strong sound waves exert acoustic radiation pressure on gradients within the plasma and are shown to drive sufficient convection to cause abrupt and chaotic variation in the plasma properties. The volume-averaged plasma conductivity and collision time are determined in real time by phase-sensitive detection of a microwave probe signal. The experiment provides unique opportunities to study transmission into plasma conditions that can inform detailed models of high-temperature turbulent flows. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
40. A control mechanism of a typical fluid–structure interaction problem based on dielectric barrier discharge plasma actuation model.
- Author
-
Russo, Nicola, Gonzalez, Leo M., Viccione, Giacomo, and Pisacreta, Chiara
- Subjects
- *
FLUID-structure interaction , *PLASMA flow , *PLASMA confinement , *FREQUENCIES of oscillating systems , *FLUID flow - Abstract
This work numerically investigates the effects of using dielectric barrier discharge(DBD) plasma actuators to control the deformation and the hydrodynamic properties of the well-known fluid–structure interaction(FSI) benchmark presented by Turek and Hron. A slip boundary condition models the plasma actuation in order to control the interaction between the fluid flow and a deformable bar. The plasma model depends on two parameters, which are the control intensity and the actuation frequency. The effectiveness of the plasma control is examined by evaluating the amplitude and frequency of the vertical displacement of the oscillating bar free tip. First, for non-oscillatory actuation, the critical value for the intensity of the plasma actuation for which the vertical displacement disappears is detected and the physical mechanisms that provoke this behavior are studied. In a second step, the plasma actuator is also modulated with a control frequency, and the combined effect of both control parameters on the oscillation amplitude and frequency of the bar is examined. Depending on the specific values of the control parameters, a lock-in condition might appear. The behavior of the system in terms of drag, amplitude and frequency of the tip oscillation for different combinations of the actuation parameters is quantified. The possibilities of observing resonant phenomena or forcing the tip frequency to match the external plasma frequency are discussed, making it possible to predict the behavior of the system under examination. • The work investigates the effects of DBD plasma actuators to control bar deformations. • The FSI benchmark of Turek and Hron is taken as reference. • A slip boundary condition is introduced to model the plasma actuator. • In some specific cases a lock-in condition and resonant phenomena might appear. • In some situations, it is possible to control the bar frequency. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
41. Data-Driven Control for Radiative Collapse Avoidance in Large Helical Device
- Author
-
YOKOYAMA, Tatsuya, YAMADA, Hiroshi, MASUZAKI, Suguru, PETERSON, Byron J., SAKAMOTO, Ryuichi, GOTO, Motoshi, OISHI, Tetsutaro, KAWAMURA, Gakushi, KOBAYASHI, Masahiro, TSUJIMURA, Toru I., MIZUNO, Yoshinori, MIYAZAWA, Junichi, MUKAI, Kiyofumi, TAMURA, Naoki, MOTOJIMA, Gen, IDA, Katsumi, YOKOYAMA, Tatsuya, YAMADA, Hiroshi, MASUZAKI, Suguru, PETERSON, Byron J., SAKAMOTO, Ryuichi, GOTO, Motoshi, OISHI, Tetsutaro, KAWAMURA, Gakushi, KOBAYASHI, Masahiro, TSUJIMURA, Toru I., MIZUNO, Yoshinori, MIYAZAWA, Junichi, MUKAI, Kiyofumi, TAMURA, Naoki, MOTOJIMA, Gen, and IDA, Katsumi
- Abstract
A radiative collapse predictor has been developed using a machine-learning model with high-density plasma experiments in the Large Helical Device (LHD). The model is based on the collapse likelihood, which is quantified by the parameters selected by the sparse modeling, including ne, CIV, OV, and Te,edge. The control system implementing this model has been constructed with a single-board computer to apply this predictor model to the LHD experiment. The controller calculates the collapse likelihood and regulates gas-puff fueling and boosts electron cyclotron resonance heating in real-time. In density ramp-up experiments with hydrogen plasma, high-density plasma has been maintained by the control system while avoiding radiative collapse. This result has shown that the predictor based on the collapse likelihood has the capability to predict a radiative collapse in real-time., source:http://doi.org/10.1585/pfr.17.2402042
- Published
- 2023
42. 2022 Review of Data-Driven Plasma Science
- Author
-
Anirudh, Rushil, Archibald, Rick, Asif, M. Salman, Becker, Markus M., Benkadda, Sadruddin, Bremer, Peer Timo, Bude, Rick H.S., Chang, C. S., Chen, Lei, Churchill, R. M., Citrin, Jonathan, Gaffney, Jim A., Gainaru, Ana, Gekelman, Walter, Gibbs, Tom, Hamaguchi, Satoshi, Hill, Christian, Humbird, Kelli, Jalas, Soren, Kawaguchi, Satoru, Kim, Gon Ho, Kirchen, Manuel, Klasky, Scott, Kline, John L., Krushelnick, Karl, Kustowski, Bogdan, Lapenta, Giovanni, Li, Wenting, Ma, Tammy, Mason, Nigel J., Mesbah, Ali, Michoski, Craig, Munson, Todd, Murakami, Izumi, Najm, Habib N., Olofsson, K. Erik J., Park, Seolhye, Peterson, J. Luc, Probst, Michael, Pugmire, David, Sammuli, Brian, Sawlani, Kapil, Scheinker, Alexander, Schissel, David P., Shalloo, Rob J., Shinagawa, Jun, Seong, Jaegu, Spears, Brian K., Tennyson, Jonathan, Trieschmann, Jan, van Dijk, Jan, Anirudh, Rushil, Archibald, Rick, Asif, M. Salman, Becker, Markus M., Benkadda, Sadruddin, Bremer, Peer Timo, Bude, Rick H.S., Chang, C. S., Chen, Lei, Churchill, R. M., Citrin, Jonathan, Gaffney, Jim A., Gainaru, Ana, Gekelman, Walter, Gibbs, Tom, Hamaguchi, Satoshi, Hill, Christian, Humbird, Kelli, Jalas, Soren, Kawaguchi, Satoru, Kim, Gon Ho, Kirchen, Manuel, Klasky, Scott, Kline, John L., Krushelnick, Karl, Kustowski, Bogdan, Lapenta, Giovanni, Li, Wenting, Ma, Tammy, Mason, Nigel J., Mesbah, Ali, Michoski, Craig, Munson, Todd, Murakami, Izumi, Najm, Habib N., Olofsson, K. Erik J., Park, Seolhye, Peterson, J. Luc, Probst, Michael, Pugmire, David, Sammuli, Brian, Sawlani, Kapil, Scheinker, Alexander, Schissel, David P., Shalloo, Rob J., Shinagawa, Jun, Seong, Jaegu, Spears, Brian K., Tennyson, Jonathan, Trieschmann, Jan, and van Dijk, Jan
- Abstract
Data-driven science and technology offer transformative tools and methods to science. This review article highlights the latest development and progress in the interdisciplinary field of data-driven plasma science (DDPS), i.e., plasma science whose progress is driven strongly by data and data analyses. Plasma is considered to be the most ubiquitous form of observable matter in the universe. Data associated with plasmas can, therefore, cover extremely large spatial and temporal scales, and often provide essential information for other scientific disciplines. Thanks to the latest technological developments, plasma experiments, observations, and computation now produce a large amount of data that can no longer be analyzed or interpreted manually. This trend now necessitates a highly sophisticated use of high-performance computers for data analyses, making artificial intelligence and machine learning vital components of DDPS. This article contains seven primary sections, in addition to the introduction and summary. Following an overview of fundamental data-driven science, five other sections cover widely studied topics of plasma science and technologies, i.e., basic plasma physics and laboratory experiments, magnetic confinement fusion, inertial confinement fusion and high-energy-density physics, space and astronomical plasmas, and plasma technologies for industrial and other applications. The final Section before the summary discusses plasma-related databases that could significantly contribute to DDPS. Each primary Section starts with a brief introduction to the topic, discusses the state-of-the-art developments in the use of data and/or data-scientific approaches, and presents the summary and outlook. Despite the recent impressive signs of progress, the DDPS is still in its infancy. This article attempts to offer a broad perspective on the development of this field and identify where further innovations are required.
- Published
- 2023
43. Development of plasma control schemes and plan of plasma physics studies in JT-60SA
- Author
-
Urano, H.
- Published
- 2022
- Full Text
- View/download PDF
44. Phenomenology-based model predictive control of electron density in Ar/SF6 capacitively coupled etch plasma
- Author
-
Ryu, Sangwon, Kwon, Ji-Won, Lee, Ingyu, Park, Jihoon, and Kim, Gon-Ho
- Published
- 2022
- Full Text
- View/download PDF
45. Conceptual studies on spectroscopy and radiation diagnostic systems for plasma control on DEMO.
- Author
-
Gonzalez, W., Biel, W., Mertens, Ph., Tokar, M., Marchuk, O., and Linsmeier, Ch.
- Subjects
- *
PLASMA confinement , *RADIATION , *RADIATION measurements , *NUCLEAR fusion , *GAMMA rays , *POLARIMETRY , *PLASMA diagnostics - Abstract
The roadmap to the realization of fusion energy describes a path towards the development of a DEMO tokamak reactor, which is expected to provide electricity into the grid by the mid of the century (Romanelli, 2013). The DEMO diagnostic and control (D&C) system must provide measurements with high reliability and accuracy, not only constrained by space restrictions in the blanket, but also by adverse effects induced by neutron, gamma radiation and particle fluxes. In view of the concept development for DEMO control, an initial selection of suitable diagnostics has been obtained (Biel et al., 2019). This initial group of diagnostic consists of 6 methods: Microwave diagnostics, thermo-current measurements, magnetic diagnostics, neutron/gamma diagnostics, IR interferometry/polarimetry, and a variety of spectroscopic and radiation measurement systems. A key aspect for the implementation, performance and lifetime assessment of these systems on DEMO, is mainly attributable to their location, that must be well protected, and meet their own set of specific requirements. With this in mind, sightline analysis, space consumption and the evaluation of optical systems are the main assessment tools to obtain a high level of integration, reliability and robustness of all this instrumentation; essential features in future commercial fusion power nuclear plants. In this paper we concentrate on spectroscopic and radiation measurement systems that require sightlines over a large range of plasma regions and inner reactor surfaces. Moreover, this paper outlines the main results and strategies adopted in this early stage of DEMO conceptual design to assess the feasibility of this initial set of diagnostic methods based on sightlines and the integration of these needed for DEMO D&C. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
46. Actuator management development on ASDEX-Upgrade.
- Author
-
Kudlacek, O., Treutterer, W., Janky, F., Sieglin, B., and Maraschek, M.
- Subjects
- *
ACTUATORS , *TOKAMAKS , *ELECTRON temperature , *TEMPERATURE control , *GYROTRONS - Abstract
In future tokamak devices, the control system will have to handle several control goals simultaneously with a limited number of actuators in long and high performance discharges. One of the critical roles of the future control systems will be the management of actuators, which would assign the most convenient available actuators primarily to the control goals of the highest importance at the time. Such a system would consist of a discharge program defining the experiment, a discharge supervisor making automatic high level decisions in real time and a component handling the actuators at a lower level: The virtual actuator, which is a software object responsible for distributing the controller commands to a set of selected actuators. This paper describes the implementation of a virtual actuator for all 8 gyrotrons of ASDEX-Upgrade. We also describe the intended use of the virtual actuator for three experiments: β control using ECRH, a disruption avoidance strategy, and electron temperature profile control. The paper also gives an overview of future actuator management developments at ASDEX-Upgrade: extension to all heating sources, inclusion of mirrors for ECRH, and intelligent real time distribution of the actuators between the control goals. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
47. Concepts of the new ASDEX Upgrade flight simulator.
- Author
-
Treutterer, W., Fable, E., Gräter, A., Janky, F., Kudlacek, O., Gomez Ortiz, I., Maceina, T., Raupp, G., Sieglin, B., and Zehetbauer, T.
- Subjects
- *
FLIGHT simulators , *PLASMA instabilities , *PLASMA confinement , *HUMAN error , *SYSTEMS development , *SIMULATION methods & models - Abstract
• The flight simulator provides rapid simulation of a simplified ASDEX Upgrade physics model combined with a DCS control system model. • It is targeted for rapid discharge program validation prior to each plasma pulse and for model-oriented control system development. • The physics model can be extended enabling more detailed investigations at longer simulation time. • ITER PCSSP, Matlab/Simulink, as well as ASTRA-SPIDER are used as enabling technologies. Discharge scenarios and control schemes in ASDEX Upgrade (AUG) are evolving more and more complex. Especially in physics investigations for ITER and DEMO sophisticated scenarios exploit the operational space. This increases the probability of design flaws or human errors in the pulse configuration, but also aggravates the potential damage in the failure case. The ASDEX Upgrade Flight Simulator Fenix, which is currently under construction, will provide a fast and efficient simulation tool for testing and validating discharge scenarios, as well as control and monitoring functions, during their development and immediately prior to experimental pulse execution. This ensures, that the scenarios and settings are adequate to reach the experimental goals and that the margins to operational limits are sufficiently large also during the dynamic evolution of the discharge. Simplified physics and plant system "control" models combined with a representation of the ASDEX Upgrade Discharge Control System (DCS) allow for fast simulation runs with reasonable prediction quality. In the simulation an event generator can trigger plasma instabilities, technical failures and external events to test the resilience of the designed pulse against unplanned incidents. The granularity of modelling shall be customizable, such that the simulator can also be used for detail investigations with elaborate physics at the cost of longer simulation time. As a basis for implementation the ITER Plasma Control System Simulation Platform (PCSSP) has been chosen. The flight simulator, extends PCSSP with an ASTRA co-simulator for the ASDEX Upgrade tokamak model and with custom modules for its actuators, diagnostics and control system. Plugins will enable reading original AUG discharge programs and configuration files, as well as storing the results in the AUG shot file database. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
48. Robust control of the current profile and plasma energy in EAST.
- Author
-
Wang, Hexiang and Schuster, Eugenio
- Subjects
- *
PLASMA confinement , *PLASMA currents , *NONLINEAR differential equations , *PARTIAL differential equations , *ELECTRON temperature , *HEAT equation - Abstract
• The magnetic-flux diffusion equation is combined with a plasma-energy balance equation to obtain a control-oriented response model for control design. • The electron temperature, plasma resistivity, and lower-hybrid current drive are modeled by following an uncertainty-based approach. • The problem of designing a model-based controller for simultaneous q-profile and plasma-energy regulation is formulated as an optimization problem. • The tradeoff between two competing objectives, namely the tracking error and the control effort, is optimally solved during the control design process. • The tracking performance of the proposed controller, which is robust against the model uncertainties, is successfully tested in disturbance-rejection nonlinear simulations. Integrated control of the toroidal current density profile, or alternatively the q -profile, and plasma stored energy is essential to achieve advanced plasma scenarios characterized by high plasma confinement, magnetohydrodynamics stability, and noninductively driven plasma current. The q -profile evolution is closely related to the evolution of the poloidal magnetic flux profile, whose dynamics is modeled by a nonlinear partial differential equation (PDE) referred to as the magnetic-flux diffusion equation (MDE). The MDE prediction depends heavily on the chosen models for the electron temperature, plasma resistivity, and non-inductive current drives. To aid control synthesis, control-oriented models for these plasma quantities are necessary to make the problem tractable. However, a relatively large deviation between the predictions by these control-oriented models and experimental data is not uncommon. For this reason, the electron temperature, plasma resistivity, and non-inductive current drives are modeled for control synthesis in this work as the product of an "uncertain" reference profile and a nonlinear function of the different auxiliary heating and current-drive (H&CD) source powers and the total plasma current. The uncertainties are quantified in such a way that the family of models arising from the modeling process is able to capture the q -profile and plasma stored energy dynamics from a typical EAST shot. A control-oriented nonlinear PDE model is developed by combining the MDE with the "uncertain" models for the electron temperature, plasma resistivity, and non-inductive current drives. This model is then rewritten into a control framework to design a controller that is robust against the modeled uncertainties. The resulting controller utilizes EAST's H&CD powers and total plasma current to regulate the q profile and plasma stored energy even when mismatches between modeled and actual dynamics are present. The effectiveness of the controller is demonstrated through nonlinear simulations. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
49. TRANSP-based closed-loop simulations of current profile optimal regulation in NSTX-Upgrade.
- Author
-
Ilhan, Zeki O., Boyer, Mark D., and Schuster, Eugenio
- Subjects
- *
PLASMA confinement , *HEAT equation , *DENSITY currents , *TOROIDAL plasma , *CLOSED loop systems , *DIFFUSION kinetics , *TORUS - Abstract
• Toroidal current density profile control is critical for the NSTX-U missions. • A control-oriented plasma response model has been developed earlier for the NSTX-U. • Based on this model, a current profile controller is designed for the NSTX-U. • The controller implements a linear-quadratic-integral optimal control strategy. • The performance of the proposed controller is validated in TRANSP simulations. Active control of the toroidal current density profile is critical for the upgraded National Spherical Torus eXperiment device (NSTX-U) to maintain operation at the desired high-performance, MHD-stable, plasma regime. Initial efforts towards current density profile control have led to the development of a control-oriented, physics-based, plasma-response model, which combines the magnetic diffusion equation with empirical correlations for the kinetic profiles and the non-inductive current sources. The developed control-oriented model has been successfully tailored to the NSTX-U geometry and actuators. Moreover, a series of efforts have been made towards the design of model-based controllers, including a linear-quadratic-integral optimal control strategy that can regulate the current density profile around a prescribed target profile while rejecting disturbances. In this work, the tracking performance of the proposed current-profile optimal controller is tested in numerical simulations based on the physics-oriented code TRANSP. These high-fidelity closed-loop simulations, which are a critical step before experimental implementation and testing, are enabled by a flexible framework recently developed to perform feedback control design and simulation in TRANSP. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
50. Integrated current profile, normalized beta and NTM control in DIII-D.
- Author
-
Pajares, A., Wehner, W.P., Schuster, E., Eidietis, N., Welander, A., La Haye, R., Ferron, J., Barr, J., Walker, M., Humphreys, D., and Hyatt, A.
- Subjects
- *
PLASMA dynamics , *PLASMA confinement , *FUSION reactors , *PLASMA currents , *NEUTRAL beams , *NITRIDING - Abstract
• An integrated architecture has been tested in DIII-D by using ONFR as a supervisor. • The proposed architecture enables simultaneous q-profile, beta, and NTM control. • Authority over ECH&CD is shared by the q-profile + beta and NTM control algorithms. • Preliminary experimental testing shows how competing control objectives are handled. There is an increasing need for integrating individual plasma-control algorithms with the ultimate goal of simultaneously regulating more than one plasma property. Some of these integrated-control solutions should have the capability of arbitrating the authority of the individual plasma-control algorithms over the available actuators within the tokamak. Such decision-making process must run in real time since its outcome depends on the plasma state. Therefore, control architectures including supervisory and/or exception-handling algorithms will play an essential role in future fusion reactors like ITER. However, most plasma-control experiments in present devices have focused so far on demonstrating control solutions for isolated objectives. In this work, initial experimental results are reported for simultaneous current-profile control, normalized-beta control, and Neoclassical Tearing Mode (NTM) suppression in DIII-D. Neutral beam injection (NBI), electron-cyclotron (EC) heating & current drive (H&CD), and plasma current modulation are the actuation methods. The NBI power and plasma current are always modulated by the Profile Control category within the DIII-D Plasma Control System (PCS) in order to control both the current profile and the normalized beta. EC H&CD is utilized by either the Profile Control or the Gyrotron categories within the DIII-D PCS as dictated by the Off-Normal and Fault Response (ONFR) system, which monitors the occurrence of an NTM and regulates the authority over the gyrotrons. The total EC power and poloidal mirror angles are the gyrotron-related actuation variables. When no NTM suppression is required, the gyrotrons are used by the Profile Control category, but when NTM suppression is required, the ONFR transfers the authority over the gyrotrons to the NTM stabilization algorithm located in the Gyrotron category. Initial experimental results show that simultaneous control of different aspects of the plasma dynamics may improve the overall control and plasma performances. Also, the potential of the ONFR system to successfully integrate competing control algorithms is demonstrated. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.