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Artificial Intelligence in Manufacturing

Applications and Case Studies

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2024
ISBN13: 9780323991353
Rubricering
Elsevier Science e druk, 2024 9780323991353
€ 211,00
Levertijd ongeveer 8 werkdagen

Samenvatting

Artificial Intelligence in Manufacturing: Applications and Case Studies provides detailed technical descriptions of emerging applications of AI in manufacturing using case studies to explain implementation. Artificial intelligence is increasingly being applied to all engineering disciplines, producing insights into how we understand the world and allowing us to create products in new ways. This book unlocks the advantages of this technology for manufacturing by drawing on work by leading researchers who have successfully used it in a range of applications. Processes including additive manufacturing, pharmaceutical manufacturing, painting, chemical engineering and machinery maintenance are all addressed.

Case studies, worked examples, basic introductory material and step-by-step instructions on methods make the work accessible to a large group of interested professionals.

Specificaties

ISBN13:9780323991353
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Machine Learning in Paints and Coatings<br>2. Machine Learning in Lithium-ion Batteries<br>3. Machine Learning for Emerging Two-phase Cooling Technologies<br>4. Algorithm-driven Design of Composite Materials Realized through Additive Manufacturing<br>5. Machine‐learning‐based Monitoring of Laser Powder Bed Fusion<br>6. Data Analytics and Cyber-physical Systems for Maintenance and Service Innovation<br>7. Machine Learning in Catalysis<br>8. Artificial Intelligence in Petrochemical Industry<br>9. Machine Learning-assisted Plasma Medicine<br>10. Dynamic Data Feature Engineering for Process Operation Troubleshooting<br>11. Geometric Structure-Property Relationships Captured by Theory-Guided, Interpretable Machine Learning<br>12. Molecular Design Blueprints from Machine Learning for Catalysts and Materials<br>13. Physics-driven Machine Learning for Characterizing Surface Microstructure of Complex Materials<br>14. Process Performance Assessment Using Machine Learning<br>15. Artificial Intelligence in Chemical Engineering<br>16. Production of Polymer Films with Optimal Properties Using Machine Learning
€ 211,00
Levertijd ongeveer 8 werkdagen

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        Artificial Intelligence in Manufacturing