Data Analytics and Artificial Intelligence in Industry 5.0

1. Auflage 2027
ISBN: 978-1-032-75431-4
Verlag: CRC Press

Buch, Englisch, 368 Seiten, Format (B × H): 156 mm x 234 mm

Reihe: Future Generation of Soft and Intelligent Computing

The reference text discusses the evolution of blockchain and artificial intelligence technology, from fundamental theories to their practical applications in various sectors of Industry 4.0 such as intelligent transportation systems, healthcare, smart cities, supply chain management, and smart grids. It further discusses blockchain in digital forensics and threat hunting, and blockchain for data analytics.

- Address the challenges in designing blockchain-based secured solutions for Industry 5.0 applications using artificial intelligence.

- Discuss blockchain and artificial intelligence-based authentication, and accounting mechanisms for Industry 5.0.

- Covers automated industry 5.0 systems for fault detection, smart factory architecture, infrastructure, and design of manufacturing systems.

- Showcases artificial intelligence solutions for software-defined networks, blockchain for data analytics, and artificial intelligence for healthcare 5.0.

- Explores the use of artificial intelligence in cyber-physical systems, social networking, crowdsensing, 5G, edge, and cloud computing.

The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, manufacturing engineering, industrial engineering, and computer engineering.

Zielgruppe

Academic and Postgraduate

Autoren/Hrsg.

Sharma, Rohit

Jeon, Gwanggil

Hussein Alkhayya, Ahmed

Yadav, Kusum

Fachgebiete

• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Technische Wissenschaften Technik Allgemein Industrial Engineering
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
• Mathematik | Informatik EDV | Informatik Technische Informatik

Inhaltsverzeichnis

1. Systematic Analysis of Cost-Efficiency Models in Cloud Computing Platforms. 2. IIOT: Machine Learning-Based Predictive Maintenance in Industrial Management System. 3. Artificial Intelligence for Industry 5.0: Concepts, Applications, and Future Directions. 4. Explainable Machine Learning and Deep Learning Models for Trustworthy Real-World Applications. 5. Secure and Explainable Predictive Maintenance Systems: Reliability, Transparency, and Industrial Impact. 6. AI-Driven Edge Computing Framework for Real-Time Smart IoT Applications. 7. A Systematic Review of Resource Allocation and Scheduling Techniques in Cloud Environments. 8. Explainable and Ethical Artificial Intelligence: Bridging Transparency, Fairness, and Trust in Intelligent Systems. 9. Sustainable and Green Artificial Intelligence for Next-Generation Intelligent Systems. 10. Big Data Analytics for Intelligent and Adaptive Decision-Making in Modern Systems. 11. Deep Learning-Enabled Intrusion Detection System for IoT Security Enhancement. 12. Digital Twin–Driven Smart Manufacturing: Architecture, Applications, and Future Directions. 13. IoT-Based Smart Healthcare Monitoring System Using Wearable Sensors and AI. 14. Human–Machine Collaborative Intelligence: Models, Applications, and Future Directions. 15. Human-Centric Cybersecurity and Privacy Frameworks for Industry 5.0: Challenges, Technologies, and Future Directions. 16. Explainable Artificial Intelligence for Trustworthy Smart IoT Decision Systems. 17. A Critical Review of Security and Privacy Concerns in Cloud Computing Systems. 18. Edge Computing–Driven Intelligent Automation: Architectures, Technologies, and Future Industrial Applications. 19. Big Data Analytics for Intelligent and Secure Industrial Systems: Architectures and Future Directions. 20. Secure and Intelligent Industrial Internet of Things: Frameworks, Applications, and Future Directions.

Über Autor(innen)

Rohit Sharma is currently working as Professor & Dean (Research) at GL Bajaj Institute of Technology & Management. Knowledge Park III, Greater Noida, U.P, India. He is an active member of ISTE, IEEE, ICS, IAENG, and IACSIT. He is an editorial board member and reviewer of more than 25 international journals and conferences. He serves as a Book Editor for 23 different titles to be published by CRC Press, Taylor & Francis Group, USA, etc. He has received the Young Researcher Award in "2nd Global Outreach Research and Education Summit & Awards 2019" hosted by Global Outreach Research & Education Association (GOREA). He has actively been an organizing end of various reputed international conferences. He has served as an Editor and Organizing Chair to various international conferences, Technical Committee member in “CSMA2017, Wuhan, Hubei, China”, “EEWC 2017, Tianjin, China” IWMSE2017 “Guangzhou, Guangdong, China”, “ICG2016, Guangzhou, Guangdong, China” “ICCEIS2016 Dalian Liaoning Province, China”.

Gwanggil Jeon received the B.S., M.S., and Ph.D. (summa cum laude) degrees from the Department of Electronics and Computer Engineering, Hanyang University, Seoul, Korea, in 2003, 2005, and 2008, respectively. From 2009.09 to 2011.08, he was with the School of Information Technology and Engineering, University of Ottawa, Ottawa, ON, Canada, as a Post-Doctoral Fellow. From 2011.09 to 2012.02, he was with the Graduate School of Science and Technology, Niigata University, Niigata, Japan, as an Assistant Professor. From 2014.12 to 2015.02 and 2015.06 to 2015.07, he was a Visiting Scholar at Centre de Mathématiques et Leurs Applications (CMLA), École Normale Supérieure Paris-Saclay (ENS-Cachan), France. From 2019 to 2020, he was a Prestigious Visiting Professor at Dipartimento di Informatica, Università degli Studi di Milano Statale, Italy. He is currently a Full Professor at Incheon National University, Incheon, Korea. He was a Visiting Professor at Sichuan University, China, Universitat Pompeu Fabra, Barcelona, Spain, Xinjiang University, China, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand, and University of Burgundy, Dijon, France. Dr. Jeon is an IEEE Senior Member, an Associate Editor of Sustainable Cities and Society, IEEE Access, Real-Time Image Processing, Journal of System Architecture, and MDPI Remote Sensing. Dr. Jeon was a recipient of the IEEE Chester Sall Award in 2007, the ETRI Journal Paper Award in 2008, and Industry-Academic Merit Award by Ministry of SMEs and Startups of Korea Minister in 2020.

Ahmed Alkhayyat received the B.Sc. degree in electrical engineering from AL KUFA University, Najaf, Iraq, in 2007; the M.Sc. degree from the Dehradun Institute of Technology, Dehradun, India, in 2010; and Ph.D. in electronics and communication from Cankaya university, Ankara, Turkey, in 2015. He contributed in organizing several IEEE conferences, workshop, and special sessions. He is currently a dean of international relationship and manager of the world ranking in the Islamic University, Najaf, Iraq. To serve his community, he acted as a reviewer for several journals and conferences. His research interests include network coding, cognitive radio, efficient-energy routing algorithms and efficient-energy MAC protocol in cooperative wireless networks and wireless local area networks, as well as cross-layer designing for a self-organized network

Kusum Yadav holds the position of Associate Professor at the College of Computer Science and Engineering, University of Ha’il, Kingdom of Saudi Arabia. With an extensive academic background spanning over two decades, she has imparted knowledge in computer science at both graduate and postgraduate levels in India and the Kingdom of Saudi Arabia. Dr. Yadav's educational credentials include a Master's in Computer Applications (MCA), a Master of Technology (M.Tech), and a Doctorate (Ph.D.) in Computer Science. Dr Yadav, an accomplished researcher, has more than 85 publications in esteemed international journals and conferences, including books, chapters, and papers. Her innovative pursuits extend to intellectual property rights, evident in her publication of 18 patents under IPR India, alongside three granted patents, two UK-granted patents, two Canadian patents, and 2 Australian patents. Demonstrating her expertise, Dr. Yadav has delivered numerous expert lectures, chaired technical sessions, and held board memberships in reputable international and Scopus-indexed journals. Active in cutting-edge fields like blockchain, artificial intelligence, the Internet of Things, big data, and cybersecurity, she is also involved in professional societies like IEEE, ACM, IAENG, and ISTE. Dr Yadav's multidisciplinary contributions have established her as a distinguished and influential figure in academics and research.