Intelligent Beam Control in Accelerators
Intelligent Beam Control in Accelerators
English | 2023 | ISBN: 3031285964 | 274 Pages | PDF EPUB (True) | 39 MB
English | 2023 | ISBN: 3031285964 | 274 Pages | PDF EPUB (True) | 39 MB
This book systematically discusses the algorithms and principles for achieving stable and optimal beam (or products of the beam) parameters in particle accelerators. A four-layer beam control strategy is introduced to structure the subsystems related to beam controls, such as beam device control, beam feedback, and beam optimization. This book focuses on the global control and optimization layers. As a basis of global control, the beam feedback system regulates the beam parameters against disturbances and stabilizes them around the setpoints. The global optimization algorithms, such as the robust conjugate direction search algorithm, genetic algorithm, and particle swarm optimization algorithm, are at the top layer, determining the feedback setpoints for optimal beam qualities.