1st Edition
Industrial Applications of Machine Learning
By Pedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza
Copyright 2019
348 Pages
by
CRC Press
350 Pages
107 Color Illustrations
by
CRC Press
350 Pages
107 Color Illustrations
by
CRC Press
Also available as eBook on:
Industrial Applications of Machine Learning 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. It explores... Read more
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
Biography
Pedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza
