JACoW is a publisher in Geneva, Switzerland that publishes the proceedings of accelerator conferences held around the world by an international collaboration of editors.
TY - CONF AU - Titov, A.I. AU - Gavrilov, S.A. ED - Kuzin, Maksim V. ED - Schaa, Volker RW TI - Concept of Decision Support System for INR RAS Linac Beam Tuning J2 - Proc. of RuPAC2021, Alushta, Crimea, 27 September-01 October 2021 CY - Alushta, Crimea T2 - Russian Particle Accelerator Conference T3 - 27 LA - english AB - During the last decade, instruments of machine learning are gaining popularity in accelerator control systems. One of these instruments is decision support system (DSS) that is already successfully used in other fields of science. In this article a motivation for implementation of such system for INR RAS linac tuning is discussed. Concept of developed DSS is presented. Changes in INR RAS linac data acquisition system essential for future DSS operation are proposed. PB - JACoW Publishing CP - Geneva, Switzerland SP - 436 EP - 438 KW - linac KW - software KW - factory KW - detector KW - network DA - 2021/10 PY - 2021 SN - 2673-5539 SN - 978-3-95450-240-0 DO - doi:10.18429/JACoW-RuPAC2021-WEPSC51 UR - https://jacow.org/rupac2021/papers/wepsc51.pdf ER -