Industrial Applications of Machine Learning

ISBN-13: 9780367656874 / Angielski / Miękka / 2020 / 336 str.

Pedro Larrañaga; David Atienza; Javier Diaz-Rozo

Opis

This book shows how machine learning can be applied to address real-world problems in the fourth industrial revolution and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society

Spis treści

1 The Fourth Industrial Revolution

2 Machine Learning

3 Applications of Machine Learning in Industrial Sectors

4 Component-Level Case Study: Remaining Useful Life of Bearings

5 Machine-Level Case Study: Fingerprint of Industrial Motors

6 Production-Level Case Study: Automated Visual Inspection of a Laser Process

7 Distribution-Level Case Study: Forecasting of Air Freight Delays

O autorze

Pedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza