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WOTAWA, F. KAUFMANN, D. AMUKHTAR, A. NICA, I. KLÜCK, F. FELBINGER, H. BLAHA, P. KOZOVSKÝ, M. HAVRÁNEK, Z. DOSEDĚL, M.
Original Title
Artificial Intelligence for Digitising Industry: Chapter 1.4: Foundations of Real Time Predictive Maintenance with Root Cause Analysis Chapter 1.5: Real-Time Predictive Maintenance – Model-Based, Simulation-Based and Machine Learning Based Diagnosis Chapter 1.6: Real-Time Predictive Maintenance – Artificial Neural Network Based Diagnosis
Type
book chapter
Language
English
Original Abstract
This book provides in-depth insights into use cases implementing artificial intelligence (AI) applications at the edge. It covers new ideas, concepts, research, and innovation to enable the development and deployment of AI, the industrial internet of things (IIoT), edge computing, and digital twin technologies in industrial environments. The work is based on the research results and activities of the AI4DI (ECSEL JU) project, including an overview of industrial use cases, research, technological innovation, validation, and deployment.
Keywords
Artificial intelligence (AI), Industrial internet of things (IIoT), Machine learning, Deep learning, Neural Networks, Machine vision, Smart robots, AI at the edge, Silicon-born AI Industrial sectors: automotive, semiconductor, industrial machinery, food and beverage, transportation
Authors
WOTAWA, F.; KAUFMANN, D.; AMUKHTAR, A.; NICA, I.; KLÜCK, F.; FELBINGER, H.; BLAHA, P.; KOZOVSKÝ, M.; HAVRÁNEK, Z.; DOSEDĚL, M.
Released
1. 9. 2021
Publisher
River Publishers
Location
Alsbjergvej 10 9260 Gistrup Denmark
ISBN
978-87-7022-664-6
Book
Artificial Intelligence for Digitising Industry
Pages from
47
Pages to
101
Pages count
55
URL
https://www.riverpublishers.com/pdf/ebook/RPE9788770226639.pdf
BibTex
@inbook{BUT173282, author="WOTAWA, F. and KAUFMANN, D. and AMUKHTAR, A. and NICA, I. and KLÜCK, F. and FELBINGER, H. and BLAHA, P. and KOZOVSKÝ, M. and HAVRÁNEK, Z. and DOSEDĚL, M.", title="Artificial Intelligence for Digitising Industry: Chapter 1.4: Foundations of Real Time Predictive Maintenance with Root Cause Analysis Chapter 1.5: Real-Time Predictive Maintenance – Model-Based, Simulation-Based and Machine Learning Based Diagnosis Chapter 1.6: Real-Time Predictive Maintenance – Artificial Neural Network Based Diagnosis", booktitle="Artificial Intelligence for Digitising Industry", year="2021", publisher="River Publishers", address="Alsbjergvej 10 9260 Gistrup Denmark", pages="47--101", doi="10.13052/rp-9788770226639", isbn="978-87-7022-664-6", url="https://www.riverpublishers.com/pdf/ebook/RPE9788770226639.pdf" }