1st Edition

Transforming Industries Capturing the Potential of IIoT and ML in the Era of Industry 5.0

350 Pages 130 B/W Illustrations
by CRC Press

350 Pages 130 B/W Illustrations
by CRC Press

The rapid convergence of the industrial internet of things (IIoT) and machine learning (ML) is propelling us into a new era known as Industry 5.0. This era is defined by unparalleled levels of automation, customization, and sustainability. Despite these advancements, there is a noticeable absence of comprehensive resources that offer a complete understanding of these transformative technologies... Read more

1. Unlocking Industry 5.0: The Role of IIoT and Machine Learning

Ashima Kalra and Sita Rani

 2. Fundamentals of Industrial Internet of Things (IIoT)

Sandeep Goel and Pooja Singhal

 3. A Conceptual Study on the Industrial Revolution (IR) from 1.0 to 5.0

Himanshu Kataria

 4. Potential Technologies and Applications of Industry 5.0

Harsha Vyawahare, Sarika Khandelwal, Seema Rathod, and Prasanna Palsodkar 

5. Streamlining Operations: The AI Era Production Management

Geetha Manoharan and Sunitha Purushottam Ashtikar

6. The Impact of Technological Advancement on Society and the Workforce

Anshit Mukherjee, Biswadip Basu Mallik, Gunjan Mukherjeer, Avishek Gupta, and Monalisa Halder 

7. Optimizing Manufacturing Process Performance Using Contemporary Technologies

Suhas D. Joshi

8. Transforming Industry 4.0: The Synergy of IIoT and Machine Learning for Enhanced Production Efficiency

Lalit N. Patil, Vikash K. Agrawal, Lalit K. Toke, Atul A. Patil, Vijay K. Javanjal, and Bhawna Tandon 

9. Predictive Maintenance and Asset Management with IIoT and ML

Rachna, Ruchi, and Sukhdeep Kaur

 10. Ensuring Security and Privacy in Internet of Things Deployments for Industry, Training, and Residential Environments: A Comprehensive Investigation

Sayed Mazhar Ali, Mushtaque Ahmed Rahu, Sarang Karim, Sarang Karim, and Safrarz Ahmed Soomro 

11. Statistical Analysis of Industrial Activities Using Machine Learning Techniques

Rajeev Tripathi

12. HRM 5.0: Transforming Human Capital Management in the Era of Industry 5.0

Shivani Vij

13. Autonomous Robotics and Intelligent Automation in Industry 5.0

Lalit N. Patil, Vikash K. Agrawal,  Lalit K. Toke, Atul A. Patil, Vikas S. Panwar, and Ashima Kalra

14. An Autonomous Mobile Robot Simulation Using Navigation (NAV2) and Simultaneous Localization and Mapping (SLAM) in ROS2

Rajesh V. Patil

15. Integrating IIoT and Machine Learning for Enhanced Smart City Development and Urban Infrastructure

Lalit N. Patil, Vikash K. Agrawal, Lalit K. Toke, Atul A. Patil, Srinivasa Rao Bogireddy, and Bhawna Tandon

16. IIOT and ML in Smart Cities and Urban Infrastructure

Rakhi Neogi and Tapas Tewary

17. Securing the Future of Industry: A Detailed Analysis of IIoT Cybersecurity Challenges and Solutions

Saharsh Gera

18. Cybersecurity and Data Privacy Considerations for IIoT

Shobhitha Mariyam Joy, Chintan Singh, Himanshu Khajuria, and Biswa Prakash Nayak

19. Integrating Industry 5.0 Principles with Machine Learning and the Internet of Things for Biotech Advancements

Sreedeep Dey and Subhasis Roy

20. Implementation of Artificial Neural Networks and Machine Learning Algorithms Using Feature Selection to Predict User Capacity in LTE Networks: An Extensive Overview

Sindhu Hak Gupta, Harshit Saraf, and Devica Verma

21. Enhancing Quality Control in Industry 4.0 by Leveraging Deep Learning and Machine Vision for Defect Detection and Process Optimization

Lalit N. Patil, Vikash K. Agrawal, Lalit K. Toke, Swapnil S. Jadhav, Vikas S. Panwar, and Vikram Puri

22. Exploring the Intersection of Machine Learning and Wireless Communications in the Internet of Things

Ajaybeer Kaur, Gurinderjit Kaur, and Sarbejeet Kaur

23.  Leveraging Blockchain and Industrial Internet of Things (IIoT) Integration to Enhance Cybersecurity and Data Security in Industrial Environments

Shweta Jaiswal and Nishtha Agrawal

24. An Investigative Study of Recent Advancements in Augmented Reality for Industrial Internet of Things (IIoT) Applications

Priyanka Gupta and Gurleen Kaur

25. RFID Integrated with Human Interface System for Autonomous Shopping Tram with Integrated Bill Generator

Rajesh V. Patil

26. Vocalizing Retail Innovation: A Qualitative Investigation into the adoption of IOT-Enabled Voice Assistants in Indian Retail

Pooja Darda, Shailesh Pandey, and Saumya Kumbhaj

27. The Autonomous Fermenter: Redefining Microbial Production with Intelligent Automation

Sreejita Das and Sreedeep Dey

28. Environmental Gas Monitoring Using Energy Efficient LoRa based IoT Setup Products

Richa Sharma, Khushi Sharma, Smriti Jain, and Sindhu Hak Gupta

Biography

Ashima Kalra is a distinguished academic and researcher currently serving as an Associate Professor in the Electronics & Communication Engineering Department at Chandigarh Engineering College (CGC-CGC), Landran, India with over 21 years of teaching experience at both undergraduate and postgraduate levels. Her research interests encompass artificial intelligence, neural networks, fuzzy systems, and machine learning.

Sita Rani works in the Department of Computer Science and Engineering at Guru Nanak Dev Engineering College, Ludhiana. Her research interests include Data Science, Artificial Intelligence, Machine Learning, Blockchain Technology, Healthcare, and Sustainable Development.

Ravinder Kumar is a distinguished educator and researcher in Computer Science and Engineering, with over 20 years of excellence in teaching and research. He is currently an Associate Professor at the Thapar Institute of Engineering and Technology (TIET), where he has made significant contributions to academia and research. His research interests span algorithms, combinatorial optimization, and machine learning, bridging theoretical advancements with real-world applications.

Ahmed A. Elngar is an Associate Professor and Head of the Computer Science Department at the Faculty of Computers and Artificial Intelligence, Beni-Suef University, Egypt, an Associate Professor of Computer Science at the College of Computer Information Technology, American University in the Emirates, United Arab Emirates, and an Adjunct Professor at School of Technology, Woxsen University, India. He is the Founder and Head of the Scientific Innovation Research Group (SIRG) and is a Director of the Technological and Informatics Studies Center (TISC), Faculty of Computers and Artificial Intelligence, Beni-Suef University. His other research areas include the Internet of Things (IoT), Network Security, Intrusion Detection, Machine Learning, Data Mining, and Artificial Intelligence. Big Data, Authentication, Cryptology, Healthcare Systems, Automation Systems.