Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

By Thorsten Wuest

Book Overview

Introduction.- Developments of manufacturing systems with a focus on product and process quality.- Current approaches with a focus on holistic information management in manufacturing.- Development of the product state concept.- Application of machine learning to identify state drivers.- Application of SVM to identify relevant state drivers.- Evaluation of the developed approach.- Recapitulation.

• Format: Paperback
• Language: English
• ISBN: 3319386980
• ISBN13: 9783319386980
• Release Date: October 2016
• Publisher: Springer
• Length: 272 Pages
• Weight: 0.91 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"