Smart Manufacturing: Concepts and Methods

Research efforts in the past ten years have led to considerable advances in the concepts and methods of smart manufacturing. Smart Manufacturing: Concepts and Methods puts these advances in perspective, showing how the process industries can utilize these new techniques to their benefit. The book consolidates results developed by leading academic and industrial groups in the area, presenting systematic, comprehensive coverage of the various conceptual and methodical advances that have been made. Written by worldwide leaders in the field, Smart Manufacturing: Concepts and Methods is essential reading for graduate students, researchers, process engineers and managers. It is complemented by Smart Manufacturing: Applications and Case Studies, which covers the applications of smart manufacturing concepts and methods in the process industries. Takes a process-systems engineering approach to design, monitoring, and control of smart manufacturing systemsBrings together the key concepts and methods of smart manufacturing, including the advances made in the past 10 yearsIncludes coverage of computation for optimization and control, as well as advanced modelling methods INDICE: 1. Introduction 2. Cyberinfrastructure for Smart Manufacturing 3. Industrie 4.0 and International Perspective 4. Smart Manufacturing: It's a Journey, Not a Destination 5. Hardware and Software for Smart Manufacturing 6. Measuring, Managing and Transforming Data into Operational Insights 7. Data Analytics and Big Data in Smart Manufacturing 8. Industrial AI and Predictive Analytics for Smart Manufacturing Systems 9. The Role of Advanced Process Modelling in Smart Manufacturing 10. Computational Framework for Smart Manufacturing via PARametric Optimization & Control 11. Smart Manufacturing: An Energy Perspective 12. A Decision Support Framework for Sustainable and Smart Manufacturing 13. Model-Predictive Safety: a New Generation of Functional Safety Systems 14. Inferential Modeling and Soft Sensors in Smart Manufacturing 15. Process Intensification for Smart Manufacturing 16. Implementing/Adopting Smart Manufacturing across Industrial Organization

• ISBN: 978-0-12-820027-8
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 525
• Fecha Publicación: 01/07/2020
• Nº Volúmenes: 1
• Idioma: Inglés