Overview
- This book is open access, which means that you have free and unlimited access
- Reports on AI methods for manufacturing process monitoring, optimization and control
- Covers advances in human-robot collaboration
Part of the book series: Lecture Notes in Mechanical Engineering (LNME)
Included in the following conference series:
Conference proceedings info: ESAIM 2024.
Buy print copy
Tax calculation will be finalised at checkout
About this book
This open access book reports on recent developments of artificial intelligence applications in the manufacturing industry. Gathering contributions to the second European Symposium on Artificial Intelligence in Manufacturing, held on October 16, 2024, in Athens, Greece, it reports on machine learning, deep learning and generative AI models for process monitoring, optimization, and control, flexible and precise industrial robots, human-robot collaboration, data management and information technologies, digital twins, data augmentation and synthetic data. Giving a special emphasis to the integration of artificial intelligence in manufacturing systems, automation and processes, this book offers a timely and practice-oriented guide to a multidisciplinary audience of engineering researchers, system developers, AI scientists and industrial managers.
Keywords
- Open Access
- Digital Twin in Manufacturing
- AI in Human-Robot Interaction
- AI in Manufacturing Processes
- Big Data Management in Manufacturing
- Machine Learning for Quality Inspection
- Human-Robot Collaboration
- Surrogate Models in Manufacturing
- Generative AI in Manufacturing
- Human Factors in Manufacturing
- Large Language Models in Manufacturing
Table of contents (29 papers)
-
AI in Process Level
-
AI in Equipment Level
-
AI in System Level
Other volumes
-
Advances in Artificial Intelligence in Manufacturing II
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Artificial Intelligence in Manufacturing II
Book Subtitle: Proceedings of the 2nd European Symposium on Artificial Intelligence in Manufacturing, October 16, 2024, Athens, Greece
Editors: Kosmas Alexopoulos, Sotiris Makris, Panagiotis Stavropoulos
Series Title: Lecture Notes in Mechanical Engineering
DOI: https://doi.org/10.1007/978-3-031-86489-6
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s) 2025
Hardcover ISBN: 978-3-031-86488-9Published: 22 March 2025
Softcover ISBN: 978-3-031-86491-9Due: 05 April 2026
eBook ISBN: 978-3-031-86489-6Published: 21 March 2025
Series ISSN: 2195-4356
Series E-ISSN: 2195-4364
Edition Number: 1
Number of Pages: XVI, 288
Number of Illustrations: 16 b/w illustrations, 89 illustrations in colour
Topics: Control, Robotics, Mechatronics, Industrial and Production Engineering, User Interfaces and Human Computer Interaction