Unmanned driving systems are some of the most important functions of smart rains, making them safer and more intelligent. Various unmanned driving systems are operating on pilot lines around the world, and China alone has six operational unmanned metro lines, with 40 under construction. Although a number of successful unmanned driving systems have been developed, it remains difficult to compare and analyse the key technologies and practical application of these systems. Unmanned Driving Systems for Smart Trains presents, for the first time in one volume, the core technologies 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; identifying the 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. Responds to the expansion of smart railways and the adoption of unmanned systems globallyCovers the core technologies of unmanned driving systems for smart trainsDetails a large number of case studies and experimental designs for unmanned railway systemsAdopts a multi-disciplinary view where disciplines intersect at key pointsGives both foundational theory and the latest theoretical and practical advances for unmanned railways INDICE: 1. Introduction of train unmanned driving system2. Train unmanned driving system and its comprehensive performance evaluation system3. Train unmanned driving algorithm based on reasoning and learning strategy4. Identification of main control parameters for train unmanned driving system5. Data mining and processing for train unmanned driving system6. Energy saving optimization and control for train unmanned driving system7. Unmanned driving intelligent algorithm simulation platform
- ISBN: 978-0-12-822830-2
- Editorial: Elsevier
- Encuadernacion: Rústica
- Páginas: 380
- Fecha Publicación: 16/11/2020
- Nº Volúmenes: 1
- Idioma: Inglés