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Full Description
The manufacturing system is going through substantial changes and developments in light of Industry 4.0. Newer manufacturing technologies are being developed and applied. There is a need to optimize these techniques when applied in different circumstances with respect to materials, tools, product configurations, and process parameters.
This book covers computational intelligence applied to manufacturing. It discusses nature-inspired optimization of processes and their design and development in manufacturing systems. It explores all manufacturing processes, at both macro and micro levels, and offers manufacturing philosophies. Nonconventional manufacturing, real industry problems and case studies, research on generative processes, and relevance of all this to Industry 4.0 is also included.
Researchers, students, academicians, and industry professionals will find this reference title very useful.
Contents
1. Optimization of Machining Parameters in CNC Turning/Milling. 2. Optimization of Coating Thickness for Single Point Cutting Tools. 3. Optimization of Surface Finish in Machining Operations. 4. Optimization of Forming Load in Stamping/Forming Processes. 5. Optimization of Spring back in Sheet Metal Forming Processes. 6. Preform optimization in Bulk Forming Process. 7. Optimization of Routing on Shop Floor. 8. Optimization Production, Planning and Control. 9. Optimization of Master Schedule in Manufacturing. 10. Computational Intelligence in Line Balancing. 11. Optimization in Flexible Manufacturing System. 12. Optimization of Robot Path Trajectory in Manufacturing. 13. Optimization of Plant Layout. 14. Optimization of Inventory in Manufacturing System. 15. Supply chain Optimization in Manufacturing. 16. Optimization of Welding Process.
17. Maintenance Optimization of Production Systems.
