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Full Description
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.
Contents
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
