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Artificial Intelligence in Manufacturing : Enabling Intelligent, Flexible and Cost-Effective Production Through AI
40,00 €
Springer
Sivumäärä: 505 sivua
Asu: Pehmeäkantinen kirja
Julkaisuvuosi: 2024, 09.02.2024 (lisätietoa)
Kieli: Englanti

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.




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Artificial Intelligence in Manufacturing : Enabling Intelligent, Flexible and Cost-Effective Production Through AIzoom
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ISBN:
9783031464546
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