Construction and Building Automation: From Concepts to Implementation

ISBN-13: 9780367761103 / Angielski / Miękka / 2022 / 264 str.

Benny Raphael

Opis

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.

Recenzje

"A comprehensive treaty on a growing area of knowledge." - Professor Abhijit Mukherjee, Curtin University, Australia

Spis treści

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

O autorze

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