Название: Unmanned Driving Systems for Smart Trains
Автор: Hui Liu
Издательство: Elsevier, Central South University Press
Год: 2021
Страниц: 367
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Unmanned Driving Systems for Smart Trains explores the core technologies involved in unmanned driving systems for smart railways and trains, from foundational theory to the latest advances. The volume introduces the key technologies, research results and frontiers of the field. Each chapter includes practical cases to ground theory in practice. Seven chapters cover key aspects of unmanned driving systems for smart trains, including performance evaluation, algorithm-based reasoning and learning strategy, main control parameters, data mining and processing, energy saving optimization and control, and intelligent algorithm simulation platforms. This book will help researchers find solutions in developing better unmanned driving systems.

High-speed railway technology has become one of the core technologies of world transportation. To achieve the goal of safety, efficiency, and convenience, it is necessary to design a simulation system that is used for train operation simulation. Therefore the development of train simulation software is helpful for scholars to study train operation. Based on this introduction, the Chapter 7 mainly uses the skills of MATLAB simulation to design a train control platform. The simulation process and the display process are divided into two different parts, which can reduce user requirements on the performance of the device during the simulation. The software design is based on modular design, which allows researchers to modify and improve it effectively. At the same time, a database is used to store the simulation results. Users can add some fixed train operation related algorithms and control methods designed by users. In Chapter 7, the intelligent optimization algorithm of automatic train driving control is used to verify the platform.

Responds to the expansion of smart railways and the adoption of unmanned global systems
Covers core technologies of unmanned driving systems for smart trains
Details a large number of case studies and experimental designs for unmanned railway systems
Adopts a multidisciplinary view where disciplines intersect at key points
Gives both foundational theory and the latest theoretical and practical advances for unmanned railways