Machine Learning for Cyber-Physical Systems

Selected papers from the International Conference ML4CPS 2023

129 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This open access proceedings presents new approaches to Machine Learning for Cyber-Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber-Physical Systems, which was held in Hamburg (Germany), March 29th to 31st, 2023. 

Cyber-physical systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.

This is an open access book.

• Reihe: Technologien für die intelligente Automation
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Elektronik, Nachrichtentechnik Elektronik
• ISBN: 9783031470615
• Sprache: Englisch
• Erscheinungsdatum: 21.06.2024
• Größe: 24 x 16.8 cm
• Verlag: Springer International Publishing
• Herausgegeben von: Oliver Niggemann, Jürgen Beyerer, Maria Krantz, Christian Kühnert