Benny Raphael

Construction and Building Automation (eBook, PDF)

From Concepts to Implementation

• Format: PDF

Produktbeschreibung

This book is intended to be used as a textbook in undergraduate civil engineering and construction courses to introduce cutting edge mechanical, electrical and computer science topics that are needed for civil and construction engineers to collaborate in inter-disciplinary automation projects.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 276
• Erscheinungstermin: 26. Juli 2022
• Englisch
• ISBN-13: 9781000615661
• Artikelnr.: 64151509

Autorenporträt

Benny Raphael is a professor in the Department of Civil Engineering at IIT Madras, India.

Inhaltsangabe

1. Introduction to automation 2. Hardware for automation 3. Software for
automation 4. Application: building Automation 5. Application: construction
automation 6. Introduction to machine learning 7. Basic mathematics for
machine learning 8. Regression 9. Classification task 10. Inductive
learning - decision trees and random forests 11. Unsupervised learning
algorithms Epilogue