The purpose of this book is to discuss the trends and key drivers of Internet of Things (Io T) and artificial intelligence (AI) for automation in Industry 4.0. Io T and AI are transforming the industry thus accelerating efficiency and forging a more reliable automated enterprise. AI-driven Io T 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 Io T (IIo T) 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 IIo T 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.
Deepa Jose & Sachi Nandan Mohanty
AI-Driven IoT Systems for Industry 4.0 [PDF ebook]
AI-Driven IoT Systems for Industry 4.0 [PDF ebook]
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Sprache Englisch ● Format PDF ● Seiten 418 ● ISBN 9781040041154 ● Herausgeber Deepa Jose & Sachi Nandan Mohanty ● Verlag CRC Press ● Erscheinungsjahr 2024 ● herunterladbar 3 mal ● Währung EUR ● ID 9521901 ● Kopierschutz Adobe DRM
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