ENGLISH

Industrial applications of machine learning

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

Book information

Publisher
CRC Press
Year
2019
ISBN
9780815356226, 0815356226
Language
english
Format
PDF
Filesize
21 MB (22401692 bytes)
Series
Data mining and knowledge series
Pages
\349
Time added
2019-09-25 00:06:15
Machine learning;Industrial applications

Description

"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"-- Abstract: "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"--  Read more... Content: 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 Bearings5 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

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