Necessity of intelligent control systems application in experimental nuclear physics complexes (NICA type). Pt. I: problems of unforeseen situations
Автор: Brovko Oleg, Eliseev Alexey, Kekelidze Vladimir, Korenkov Vladimir, Monahov Dmitry, Reshetnikov Andrey, Reshetnikov Gennadii, Ulyanov Sergey
Журнал: Сетевое научное издание «Системный анализ в науке и образовании» @journal-sanse
Статья в выпуске: 4, 2019 года.
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In the article (Part I) the necessity of application of end-to-end quantum technologies of intelligent computing in problems of structure elements control of complex experimental accelerator complex NICA is analyzed. Given a description of possible unforeseen situations, their classification is given to include adjustments to the decision-making application of production rules, logic knowledge bases of intelligent control systems based on emerging information risk increment. In the second part (Part II) the proposed two-level intelligent control system, a physical experimental setup of the NICA complex, in which the lower Executive level is a traditional control system based on expert control using the Tango control system Controls, while the upper (intelligent) level control actions are generated using the methods of quantum end-to-end IT design quantum fuzzy controller. Part II presents the QSCIT (Quantum Soft Computational Intelligence Toolkit), based on soft and quantum computing, to design robust knowledge bases in self-organizing intelligent control systems.
Ускорительный комплекс nica, nica collider project, intelligent control system, soft and quantum computing
Короткий адрес: https://sciup.org/14123302
IDR: 14123302