Książka Artificial Intelligence in Manufacturing John Soldatos

Artificial Intelligence in Manufacturing

Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Autor: John Soldatos
Język: Angielski
Oprawa: Twarda
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
208.69
This open access book presents a rich set of innovative solutions for artificial intelligence (AI) i...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2024
strony
536
EAN
9783031464515
Enbook ID
44204867
Waga
920
Wymiary
155 x 235

Pełny opis

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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