Internet of Things for Industry 4.0: Design, Challenges and Solutions

Description

This book covers challenges and solutions in establishing Industry 4.0 standards for Internet of Things. It proposes a clear view about the role of Internet of Things in establishing standards. The sensor design for industrial problem, challenges faced, and solutions are all addressed. The concept of digital twin and complexity in data analytics for predictive maintenance and fault prediction is also covered. The book is aimed at existing problems faced by the industry at present, with the goal of cost-efficiency and unmanned automation. It also concentrates on predictive maintenance and predictive failures. In addition, it includes design challenges and a survey of literature. Front Matter ....Pages i-xiv A Survey on RFID in Industry 4.0 (Ermal Elbasani, Pattamaset Siriporn, Jae Sung Choi)....Pages 1-16 Data Fusion-Based AI Algorithms in the Context of IIoTS (Raluca Maria Aileni, Suciu George, Sever Pasca, Valderrama Sukuyama Carlos Alberto)....Pages 17-38 Presents the Technology, Protocols, and New Innovations in Industrial Internet of Things (IIoT) (Quanxin Zhao)....Pages 39-56 Decision Making Models Through AI for Internet of Things (E. P. Ephzibah, S. Sree Dharinya, L. Remya)....Pages 57-72 Internet of Things and Additive Manufacturing: Toward Intelligent Production Systems in Industry 4.0 (A. Suresh, R. Udendhran, G. Yamini)....Pages 73-89 Deep Learning Enabled Smart Industrial Workers Precaution System Using Single Board Computer (SBC) (S. Pradeep Kumar, S. Selvakumari, S. Praveena, S. Rajiv)....Pages 91-101 A Novel Design Augmentation of Bio-Inspired Artificial Immune Technique in Securing Internet of Things (IOT) (G. Usha, P. Madhavan, M. V. Ranjith Kumar)....Pages 103-114 Role of AI and Bio-Inspired Computing in Decision Making (Surekha Paneerselvam)....Pages 115-136 Smart Recognition System for Business Predictions (You Only Look Once – V3) Unified, Real-Time Object Detection (Allumallu Veera Venkata Susmitha)....Pages 137-146 IoT-Based Monitoring and Management of Electric Vehicle Charging Systems for DC Fast Charging Facility (R. Suresh Kumar, P. K. Rajesh, J. Joys Nancy, S. Abirami, K. Vishnu Murthy)....Pages 147-159 An Evolution of Innovations Protocols and Recent Technology in Industrial IoT (V. Saranya, M. J. Carmel Mary Belinda, G. R. Kanagachidambaresan)....Pages 161-175 Smart Meter: A Key Component for Industry 4.0 in Power Sector (M. Kathiresh, A. Mahaboob Subahani)....Pages 177-196 Role of Software-Defined Network in Industry 4.0 (Vakaavinash Reddy, K. Venkatesh)....Pages 197-218 Integrating IoT and Machine Learning – The Driving Force of Industry 4.0 (A. Suresh, R. Udendhran, M. Balamurugan)....Pages 219-235 Machine Intelligence and Automation: Deep Learning Concepts Aiding Industrial Applications (S. Sree Dharinya, E. P. Ephzibah)....Pages 237-248 Back Matter ....Pages 249-258