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Industrial Applications of Machine Learning - Research Book

Industrial Applications of Machine Learning - Research Book

Good Research Book in Industrial Applications of Machine Learning

Author(s) Name:  Pedro LarraƱaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza

About the Book:

   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 machine learning fundamentals, and includes four case studies that address a real-world problem in the manufacturing or logistics domains, and approaches machine learning solutions from an application-oriented point of view.
   The book should be of special interest to researchers interested in real-world industrial problems.

Table of Contents

  • The Fourth Industrial Revolution
  • Machine Learning
  • Applications of Machine Learning in Industrial Sectors
  • Component-Level Case Study: Remaining Useful Life of Bearings
  • Machine-Level Case Study: Fingerprint of Industrial Motors
  • Production-Level Case Study: Automated Visual Inspection of a Laser Process
  • Distribution-Level Case Study: Forecasting of Air Freight Delays
  • ISBN:   9780367656874

    Publisher:  CRC Press

    Year of Publication:  2020

    Book Link:  Home Page Url