Published 2019 | Version v1
Miscellaneous

Application of quantum technologies for the development of an intellectual control system to setup currents of the corrective magnets for the booster synchrotron of the NICA facility

  • 1. Joint Institute for Nuclear Research, Dubna (Russian Federation)
  • 2. Dubna State University, Dubna (Russian Federation)

Description

One of the promising directions in the development of robust control systems for complex physical facilities is the application of quantum computing for building intelligent controllers based on neural networks and genetic algorithms. The main advantage of the application of quantum technologies is the high speed of adaptation of the intelligent control system (ICS) to changing conditions of functioning. The most promising solution is to use IBM's quantum processor for quickly calculating Grover's algorithm (GA) to find the 'extremum' of the function of a set of control variables. For example, in the process of tuning the frequency of the HF stations of the NICA complex, unexpected 'parasitic' oscillations may appear whose frequency spectrum cannot be predicted. In such conditions, the task of developing self-organizing ICS, capable of functioning and ensuring the achievement of the goal of control in emergency situations and information risk conditions, is relevant for the NICA complex.

Part of:
27th International Symposium on Nuclear Electronics and Computing (NEC'2019). Book of Abstracts

Additional details

Publishing Information

Publisher
JINR
Imprint Place
Dubna (Russian Federation)
Imprint Title
27th International Symposium on Nuclear Electronics and Computing (NEC'2019). Book of Abstracts
Imprint Pagination
152 p.
Journal Page Range
p. 109
Report number
INIS-XJ--001

Conference

Title
27. international symposium on nuclear electronics and computing
Acronym
NEC 2019
Dates
30 Sep - 4 Oct 2019
Place
Budva, Becici (Montenegro)

INIS

Country of Publication
Joint Institute for Nuclear Research (JINR)
Country of Input or Organization
Joint Institute for Nuclear Research (JINR)
INIS RN
51015820
Subject category
S46: INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY;
Resource subtype / Literary indicator
Conference
Descriptors DEI
CERN; COMPUTER CALCULATIONS; CONTROL SYSTEMS; GENETIC ALGORITHMS; MAGNETS; NEURAL NETWORKS; NICA COLLIDER; QUANTUM COMPUTERS; SYNCHROTRONS
Descriptors DEC
ACCELERATORS; ALGORITHMS; COMPUTERS; CYCLIC ACCELERATORS; EQUIPMENT; HEAVY ION ACCELERATORS; INTERNATIONAL ORGANIZATIONS; MATHEMATICAL LOGIC

Optional Information

Notes
Submitted to CEUR Workshop Proceedings