AI-Driven IoT Systems for Industry 4.0

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Synopsis

The purpose of this book is to discuss the trends and key drivers of Internet of Things (IoT) and artificial intelligence (AI) for automation in Industry 4.0. IoT and AI are transforming the industry thus accelerating efficiency and forging a more reliable automated enterprise. AI-driven IoT systems for Industry 4.0 explore current research to be carried out in the cutting-edge areas of AI for advanced analytics, integration of industrial IoT (IIoT) solutions and Edge components, automation in cyber-physical systems, world leading Industry 4.0 frameworks and adaptive supply chains, etc.A thorough exploration of Industry 4.0 is provided, focusing on the challenges of digital transformation and automation. It covers digital connectivity, sensors, and the integration of intelligent thinking and data science. Emphasizing the significance of AI, the chapter delves into optimal decision-making in Industry 4.0. It extensively examines automation and hybrid edge computing architecture, highlighting their applications. The narrative then shifts to IIoT and edge AI, exploring their convergence and the use of edge AI for visual insights in smart factories. The book concludes by discussing the role of AI in constructing digital twins, speeding up product development lifecycles, and offering insights for decision-making in smart factories. Throughout, the emphasis remains on the transformative impact of deep learning and AI in automating and accelerating manufacturing processes within the context of Industry 4.0.This book is intended for undergraduates, postgraduates, academicians, researchers, and industry professionals in industrial and computer engineering.

Book details

Series:
ISSN
Author:
Deepa Jose, Preethi Nanjundan, Sanchita Paul, Sachi Nandan Mohanty
ISBN:
9781040041222
Related ISBNs:
9781032554150, 9781003432319, 9781040041154
Publisher:
CRC Press
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2024-07-29
Usage restrictions:
Copyright
Copyright date:
2024
Copyright by:
selection and editorial matter, Deepa Jose, Sanchita Paul, Sachi Nanda Mohanty, and Preethi Nanjundan, individual chapters, the contributors 
Adult content:
No
Language:
English
Categories:
Computers and Internet, Nonfiction, Technology