Name: Intelligent Beam Control in Accelerators (en Inglés)
Price: 164090.00 CLP
Availability: InStock
Author: Geng, Zheqiao ; Simrock, Stefan
ISBN: 9783031285967

portada Intelligent Beam Control in Accelerators (en Inglés)

Formato

Libro Físico

Autor

Stefan Simrock

Zheqiao Geng

Editorial

Springer

Idioma

Inglés

N° páginas

155

Encuadernación

Tapa Dura

Dimensiones

23.8 x 15.8 x 1.4 cm

Peso

0.39 kg.

ISBN13

9783031285967

Categorías

Física nuclear
Instrumentos e instrumentación
Inteligencia artificial

Intelligent Beam Control in Accelerators (en Inglés)

Stefan Simrock (Autor) · Zheqiao Geng (Autor) · Springer · Tapa Dura

Libro Físico

$ 164.090

$ 328.180

Ahorras: $ 164.090

50% descuento

Envío normal

Origen: Estados Unidos (Costos de importación incluídos en el precio)

Se enviará desde nuestra bodega entre el Jueves 11 de Julio y el Jueves 18 de Julio.

Lo recibirás en cualquier lugar de Chile entre 1 y 3 días hábiles luego del envío.

Reseña del libro "Intelligent Beam Control in Accelerators (en Inglés)"

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.In addition, the authors also introduce the applications of machine learning for beam controls. Selected machine learning algorithms, such as supervised learning based on artificial neural networks and Gaussian processes, and reinforcement learning, are discussed. They are applied to configure feedback loops, accelerate global optimizations, and directly synthesize optimal controllers. Authors also demonstrate the effectiveness of these algorithms using either simulation or tests at the SwissFEL. With this book, the readers gain systematic knowledge of intelligent beam controls and learn the layered architecture guiding the design of practical beam control systems.