Intelligent Systems and Industrial Internet of Things for Sustainable Development

1. Auflage 2024
ISBN: 978-1-03-264091-4
Verlag: Taylor & Francis Ltd

Buch, Englisch, 330 Seiten, Format (B × H): 156 mm x 234 mm

Reihe: Digital Technologies and Innovative Solutions for Sustainable Development

The book studies emerging and sustaining technologies for applications of Industry 5.0 to develop technological solutions to address numerous real-life challenges to solve sustainable development-related issues. It identifies limitations, pitfalls, and open research questions in industry 5.0, discusses real-time problems, and challenges with equivalent solutions with a focus on sustainable growth to develop, humanization and environmentally friendly intelligent system applications. It analyses applications enabled by Industry 5.0 such as healthcare, supply chain, smart framing, remote sensing, production in manufacturing, and cloud manufacturing. It also includes the difficulties and problems posed by the organization between robots and humans on the assembly line to maintain sustainability.

- Addresses key challenges in implementing intelligent systems in IoT-based applications, including issues ranging from cost and energy efficiency to availability and quality of service

- Explores the technologies to allow human-machine association and its impact on consumption and sustainability

- Provides sustainable solutions to emerging industrial problems, especially in healthcare, manufacturing, remote sensing, environmental engineering

- Examines need for data pre-processing, classification & prediction, Cluster Analysis, Mining Multimedia, Text, and Web Data, Advanced machine learning techniques for scientific programming in Industry

- Presents success stories in the form of case studies of IIoT, IIoRT, Big Data, Intelligent Systems, Deep Learning in Industry 5.0 era

The text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology, especially for professionals and researchers interested in the technological side of sustainable development.

Zielgruppe

Academic

Autoren/Hrsg.

Reddy, C. Kishor Kumar

Lippert, Kari

Anisha, P. R

Mohd Hanafiah, Marlia

Doss, Srinath

Fachgebiete

• Mathematik | Informatik EDV | Informatik Technische Informatik
• Wirtschaftswissenschaften Betriebswirtschaft Management Projektmanagement
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Mathematik | Informatik EDV | Informatik Business Application Groupware
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Webprogrammierung
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering

Inhaltsverzeichnis

1. Industry 5.0: Empowering Collaboration through Advanced Technological Approaches 2. From Industry 4.0 to 5.0: Enriching Manufacturing Excellence through Human-Robot Interaction and Technological Empowerment 3. Exploring the Feasibility of Internet of Things in the Context of Intelligent Healthcare Solutions: A Review 4. Unveiling the Paradigm  - Industry 5.0 and the Rise of Intelligent Systems 5. Securing the Predicted Disease Data using Transfer Learning in Cloud Based Healthcare 5.0 6. Sustainable Agriculture:A Critical Analysis of Internet of Things - Based Solutions 7. Autonomous Agriculture Robot for Smart Farming 8. Agricultural Development in Industry 5.0: Food Manufacturing and Development 9. Novel Approaches for Applied Intelligent Systems in GIS 10. Federated Learning based Variational Auto-encoder for Prediction of Breast Cancer in Cloud-based Healthcare 5.0 11. Securing the MANET by detecting the Intrusions using CSO and XGBoost
model 12. Artificial Intelligence and Automation in the Transport Industry: Envisioning the Future of Mobility 13. Leveraging Intelligent Systems and AIOT/IIOT for Enhanced Waste Management and Recycling Efficiency 14. Solar Energy Forecasting: Enhancing Reliability and Precision

Über Autor(innen)

Dr C Kishor Kumar Reddy, currently working as Associate Professor, Dept. of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, India. He has research and teaching experience of more than 10 years. He has published more than 50 research papers in National and International Conferences, Book Chapters, and Journals indexed by SCIE, Scopus and others. He is an author for 2 text books and 2 co-edited books. He acted as the special session chair for Springer FICTA 2020, 2022, SCI 2021, INDIA 2022 and IEEE ICCSEA 2020 conferences. He is the corresponding editor of AMSE 2021 conferences, published by IoP Science JPCS. He is the member of ISTE, CSI, IAENG, UACEE, IACSIT.

Dr P R Anisha, TEDx Speaker, is currently working as Associate Professor, Dept. of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, India. She holds a teaching experience of 9+ years. She received her Doctoral Degree from K L University, Guntur, India. Her area of interest includes Artificial Intelligence, Machine Learning, Image Processing. She has 35 + research articles published in International Conferences and Journals. She has co - authored two books named Introduction to C, C++ programming. She has acted as the special session chair for International Conferences for Springer - INDIA 2019, 2022, SCI 2021, FICTA 2020, 2022 besides the IEEE conference ICCSEA 2020. She is the member of ACM and IAENG professional bodies.

Dr Marlia Mohd Hanafiah is a Professor and Head, Centre for Tropical Climate Change System, Institute of Climate Change, The National University of Malaysia, Malaysia. Areas of Research Expertise: Life Cycle Impact Assessment (LCA) and Environmental Foot printing of Green Materials and Energy, Environmental Engineering, Wastewater Treatment & Water Management, Green Technology and Sustainability. She has a total academic teaching experience of 15+ years with more than 170 publications in reputed journals and online book chapter contributions (Indexed By: SCI, SCIE, SSCI, Scopus, DBLP). She received research grant and consultation (as project leader & team member) of more than RM 7 million.

Prof. Srinath Doss is the Professor and Dean in the Faculty of Engineering and Technology, Botho University, responsible for Botswana, Lesotho, Eswatini, Namibia and Ghana Campuses. He has previously worked with various reputed Engineering colleges in India, and with Garyounis University, Libya. He has written good number of books and more than 80 papers in International Journals and attended several prestigious conferences. His research interests include MANET, Information Security, Network Security and Cryptography, Artificial Intelligence, Cloud Computing and Wireless and Sensor Network. He serves as an editorial member and reviewer for reputed international journals, and an advisory member for various prestigious conference. Prof. Srinath is member of IAENG and Associate Member in UACEE.

Dr Kari Lippert is an Assistant Professor at University of South Alabama, USA. Kari received her D.Sc from University of South Alabama in 2018, Ph.D in 2012 and MS from Johns Hopkins University in 2002. She is an Instructor and Subject Matter Expert bringing deep expertise in systems engineering, data science, and cyber analysis and significant experience teaching undergraduate and graduate students. She delivers a diverse industry background across analytical science, digital network exploitation, programming, systems architecture and design, mathematics, medicinal chemistry, protein folding, big data analysis, and research for well-known organizations and agencies.