Artificial Intelligence in Manufacturing
Enabling Intelligent, Flexible and Cost-Effective Production Through AI
This open access book presents a rich set of innovative solutions for artificial intelligence (AI) in manufacturing. The various chapters of the book provide a broad coverage of AI systems for state of the art flexible production lines including both cyber-physical production systems (Industry 4.0) and emerging trustworthy and human-centered manufacturing systems (Industry 5.0). From a technology perspective, the book addresses a wide range of AI paradigms such as deep learning, reinforcement learning, active learning, agent-based systems, explainable AI, industrial robots, and AI-based digital twins. Emphasis is put on system architectures and technologies that foster human-AI collaboration based on trusted interactions between workers and AI systems. From a manufacturing applications perspective, the book illustrates the deployment of these AI paradigms in a variety of use cases spanning production planning, quality control, anomaly detection, metrology, workers’ training, supply chain management, as well as various production optimization scenarios.This is an open access book.
| ISBN: | 9783031464515 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 505 |
| Produktart: | Gebunden |
| Herausgeber: | Soldatos, John |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 09.02.2024 |
| Untertitel: | Enabling Intelligent, Flexible and Cost-Effective Production Through AI |
| Schlagworte: | Explainable AI Industry 4.0 Industry 5.0 Intelligent Agents Open Access Open access Reinforcement Learning |
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