9783031464515

Artificial Intelligence in Manufacturing

Format: Hardcover

ISBN13: 9783031464515

Hardcover|9783031464515


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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