Artificial Intelligence in Industry 4.0
Springer International Publishing (Verlag)
978-3-030-61047-0 (ISBN)
Part I: Managing the Industry 4.0 revolution.- Implementing Industry 4.0 -The Need for a Holistic Approach.- Motivation in a business company using technology-based communication.- Decision Support in Everyday Business using Self-Enforcing Networks.- Approaches for Cognitive Assistance in Industry 4.0.- Part II: Modelling for Industry 4.0.- Modelling and Simulation in Industry 4.0.- Homogenization algorithm based on incremental L2-discrepancy filtering for data-driven modelling.- Linking Industry 4.0, Learning Factory and Simulation: testbeds and proof-of-concept experiments.- Part III: Machine Learning in Industry 4.0.- Intelligent Digital Twin system in the semiconductors manufacturing industry.- Automatic defect recognition in nonwovens using images and metadata analysis - a deep learning approach.- MIRAI: A Modifiable, Interpretable, and Rational AI decision support system.- Multi-Agent Reinforcement Learning for the Energy Optimization of Cyber-Physical Production Systems.- A ect ofartificial intelligence technologies and digitalisation on jurisprudence and education.- Part IV: Agents in Industry 4.0.- Approach for model driven development of multi agent systems for ambient intelligence.- Designing trust in highly automated virtual assistants : A taxonomy of levels of autonomy.- Introducing the concept of "digital-agent signatures": How SSI can be expanded for the needs of Industry 4.0.
Erscheinungsdatum | 02.03.2022 |
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Reihe/Serie | Studies in Computational Intelligence |
Zusatzinfo | XXV, 236 p. 65 illus., 52 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 405 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Technik ► Maschinenbau | |
Schlagworte | Artificial Intelligence • Computational Intelligence • Industry 4.0 • Intelligent interfaces • machine learning |
ISBN-10 | 3-030-61047-0 / 3030610470 |
ISBN-13 | 978-3-030-61047-0 / 9783030610470 |
Zustand | Neuware |
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