
Artificial Intelligence in Manufacturing
Format: Hardcover
ISBN13: 9783031464515
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Overview
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-13 | 9783031464515 |
|---|---|
| ISBN-10 | 3031464516 |
| Weight | 2.00 Pounds |
| Dimensions | 6.35 x 1.25 x 9.50 In |
| List Price | $59.99 |
| Edition | 1st Edition |
| Format | Hardcover |
|---|---|
| Language | English |
| Pages | xxvii, 505 pages |
| Publisher | Springer |
| Published On | 2024-02-09 |
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