Modeling, Identification, and Control for Cyber- Physical Systems Towards Industry 4.0

Modeling, Identification, and Control for Cyber-Physical Systems Towards Industry 4.0 studies and analyzes the role of algorithms in identifying and controlling such a system towards Industry 4.0, which is the digital transformation of manufacturing and related industries and value creation processes. This book focuses on the conception and implementation of intelligent algorithms. It will help readers who work on: Sensors, Virtual Sensors, Actuators and Virtual Actuators embedded systems, Network infrastructures, Servers with computing and storage capacity, Autonomous computing software, Real-time data processing, and Database graphical user interfaces wireless networking technologies. Cyber-Physical Systems are network components that coordinate physical actions with each other. These autonomous systems perceive their surroundings using virtual sensors and actively influence them via virtual actuators. Adaptable and continuously evolving, these systems free up skilled workers to perform complex tasks, avoiding productivity loss and re-work. However, the entire process can be paralyzed if individual components of the systems fail or from deliberate manipulation by hackers or administrators. Provides the new and cutting-edge research and development and a series of guidance procedures for potential applications from academic research to industrial R&D Focuses on the conception and implementation of intelligent algorithms Covers a wide spectrum of topics, including sensors, virtual sensors, actuators and virtual actuators embedded systems, network infrastructures, servers with computing and storage capacity, autonomous computing software, real-time data processing, and database graphical user interfaces wireless networking technologies INDICE: Section 1: Sensors in control for Cyber-physical systemsSection 2: Machine vision and automated systems Section 3: Human-machine interaction and cooperative controlSection 4: Machine learning in Industry 4.0Section 5: Automotive and transportation controlSection 6: New horizons in Manufacturing, production and robotics

• ISBN: 978-0-323-95207-1
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 450
• Fecha Publicación: 01/09/2023
• Nº Volúmenes: 1
• Idioma: Inglés