Jul 2 – 6, 2018
Žofín Palace
Europe/Prague timezone

P1.1076 Initial results of a Machine Learning-based real-time disruption predictor on DIII-D

Jul 2, 2018, 2:00 PM
2h
Mánes

Mánes

Masarykovo nábřeží 1, 110 00 Praha 1

Speaker

Cristina Rea

Description

See the full Abstract at http://ocs.ciemat.es/EPS2018ABS/pdf/P1.1076.pdf The Development of First Plasma Operations on ITER J. A. Snipes1, H. Anand1, K. Blackler1, P.C. de Vries1, J. L. Fernandez-Hernando1, Y. Gribov1, T. C. Luce1, I. Nunes2, I. Prieto-Diaz1, L. Zabeo1 1 ITER Organization, CS 90 046, 13067 St. Paul-lez-Durance, France 2 Instituto Superior Técnico, Lisbon, Portugal ITER construction is well underway and first plasma operations on ITER are planned at the end of 2025. Individual plant system commissioning will begin with the Steady State Electrical Network in late 2018 and proceed as each of the initial plant systems becomes available up to the closure of the cryostat in late 2024. That defines the start of integrated commissioning and final preparations for plasma operation. Operational plant system commissioning must include commissioning with the Central Interlock System (CIS) and the Plasma Control System (PCS) to ensure investment protection and coordinated central control functions can be carried out. An additional Plasma Investment Protection System (PIPS) will also need to be commissioned initially for superconducting magnet protection of the poloidal field (PF) and central solenoid (CS) coils to avoid approaching force and field limits. Control and investment protection diagnostic commissioning will also be carried out as each diagnostic comes on line. The development, testing, and pre-pulse validation of control algorithms will be carried out using the Plasma Control System Simulation Platform (PCSSP) and similar simulation platforms for PIPS and CIS investment protection functions. First plasma scenarios will begin in hydrogen at a toroidal field of 2.65 T with attempts to achieve Ohmic breakdown within a limited neutral pressure range calculated to be around 0.3 mPa < p < 0.5 mPa. At higher neutral pressures, plasmas are not expected to reach the first plasma requirements of Ip ≥ 100 kA for at least 100 ms. If Ohmic breakdown is unsuccessful, electron cyclotron heating will be progressively added in 0.83 MW increments for short pulses (< 300 ms), possibly up to a total of 6.7 MW injected power. Plasma control scenarios must be designed to ensure that the maximum plasma current does not exceed 1 MA to stay within j x B structural limits of the vacuum vessel supports to the temporary poloidal stainless steel limiters. A backup option to improve breakdown conditions may also be to operate at full toroidal field up to 5.3 T after full magnet commissioning. The development of first plasma operations, initial PCS and investment protection commissioning, initial control and investment protection algorithm development and testing, and first plasma operation scenarios will be described.

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