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Artificial Intelligence in Manufacturing

Enabling Intelligent, Flexible and Cost-Effective Production Through AI
BuchGebunden
505 Seiten
Englisch
Springererschienen am09.02.20241st ed. 2024
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).mehr
Verfügbare Formate
BuchGebunden
EUR53,49
BuchKartoniert, Paperback
EUR42,79

Produkt

KlappentextThe 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).
Details
ISBN/GTIN978-3-031-46451-5
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2024
Erscheinungsdatum09.02.2024
Auflage1st ed. 2024
Seiten505 Seiten
SpracheEnglisch
IllustrationenXXVII, 505 p. 175 illus., 153 illus. in color.
Artikel-Nr.54744942

Inhalt/Kritik

Inhaltsverzeichnis
Introduction.- Part I Architectures and Knowledge Modelling for AI in Manufacturing.- Reference Architecture for AI-based Industry 5.0 Applications.- Designing a Marketplace to Exchange AI Models for Industry 4.0.- Domain Ontology Enrichment through Human-AI Interaction.- Survey of Knowledge Graphs in Industrial Settings.- From Knowledge to Wisdom: Leveraging Semantic Representations via Knowledge Graph Embeddings.- Advancing high value-added networked production through Decentralized Technical Intelligence.- Part II AI-based Digital Twins for Manufacturing Applications.- Digital-Twin enabled framework for training and deploying AI agents for production scheduling.- Digital Twin for Human Machine Interaction.- Learning-based Collaborative Digital Twins.- A Manufacturing Digital Twin Framework.- Part III Agent based Approaches for AI in Manufacturing.- Reinforcement Learning based approaches in manufacturing environments.- A participatory modelling approach to Agents in Industry using AAS.- 4.0 Holonic Multi-Agent Testbed Enabling Shared Production.- Application of a Multi agent system on production and scheduling optimization.- Integrating Knowledge to Conversational Agents for Worker Upskilling.- Part IV Trusted AI for Industry 5.0 Applications.- Wearable sensor-based human activity recognition for worker safety in manufacturing line.- Object detection for human-robot interaction and worker assistance systems.- Application of autoML, XAI and differential privacy method into manufacturing.- Anomaly Detection in Manufacturing.- Towards Industry 5.0 by incorporation of Trustworthy and Human-Centric approaches.- How AI changes human roles in Industry 5.0-enabled environments: Human in the AI loop via xAI and Active Learning for Manufacturing Quality Control.- Multi-Stakeholder Perspective on Human-AI Collaboration in Industry 5.0.- Conclusion.mehr

Schlagworte

Autor


John Soldatos holds a PhD in Electrical & Computer Engineering from the National Technical University of Athens (2000) and is currently Honorary Research Fellow at the University of Glasgow, UK (2014-present). He was Associate Professor and Head of the Internet of Things (IoT) Group at the Athens Information Technology (AIT), Greece (2006-2019), and Adjunct Professor at the Carnegie Mellon University, Pittsburgh, PA (2007-2010). He has significant experience in working closely with large multi-national industries (IBM Hellas, INTRACOM S.A, INTRASOFT International S.A, Netcompany-Intrasoft S.A) as R&D consultant and delivery specialist, while being scientific advisor to high-tech startup enterprises. Dr. Soldatos is an expert in Internet-of-Things (IoT) and Artificial Intelligence (AI) technologies and applications, including applications in smart cities, finance (Finance 4.0), and industry (Industry 4.0 / Industry5.0). Dr. Soldatos has had a leading role in the successful delivery of more than seventy (commercial-industrial, research, and business consulting) projects, for both private & public sector organizations, including complex integrated projects. He is co-founder of the open-source platform OpenIoT. He has published more than 200 articles in international journals, books, and conference proceedings. He has also significant academic teaching experience, along with experience in executive education and corporate training. Dr. Soldatos is regular speaker in international conferences, as well as contributor to various international magazines and blogs, on topics related to Artificial Intelligence, IoT, Industry 4.0, Industry 5.0, and cybersecurity. Moreover, he has received national and international recognition through various appointments in standardization working groups, expert groups, and various boards. He has recently coedited and coauthored eight edited volumes (books) on Artificial Intelligence, Internet of Things, and Cybersecurity related themes.