Artificial Intelligence in Manufacturing

Artificial Intelligence in Manufacturing

Applications and Case Studies

Soroush, Masoud; D Braatz, Richard

Elsevier Science & Technology

01/2024

340

Mole

Inglês

9780323991353

15 a 20 dias

Descrição não disponível.
1. Machine Learning in Paints and Coatings
2. Machine Learning in Lithium-ion Batteries
3. Machine Learning for Emerging Two-phase Cooling Technologies
4. Algorithm-driven Design of Composite Materials Realized through Additive Manufacturing
5. Machine-learning-based Monitoring of Laser Powder Bed Fusion
6. Data Analytics and Cyber-physical Systems for Maintenance and Service Innovation
7. Machine Learning in Catalysis
8. Artificial Intelligence in Petrochemical Industry
9. Machine Learning-assisted Plasma Medicine
10. Dynamic Data Feature Engineering for Process Operation Troubleshooting
11. Geometric Structure-Property Relationships Captured by Theory-Guided, Interpretable Machine Learning
12. Molecular Design Blueprints from Machine Learning for Catalysts and Materials
13. Physics-driven Machine Learning for Characterizing Surface Microstructure of Complex Materials
14. Process Performance Assessment Using Machine Learning
15. Artificial Intelligence in Chemical Engineering
16. Production of Polymer Films with Optimal Properties Using Machine Learning
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Cyber physical system; industry 4.0; manufacturing system; internet of things; factory; 3d printer; lean production; digitalization; big data; intelligent manufacturing; flexible manufacturing system