Data-Driven Prediction for Industrial Processes and Their Applications

by Jun Zhao, Wei Wang, Chunyang Sheng

Book Overview

This book presents modeling methods and algorithms for data-driven prediction and forecasting of practical industrial process by employing machine learning and statistics methodologies. Related case studies, especially on energy systems in the steel industry are also addressed and analyzed. The case studies in this volume are entirely rooted in both classical data-driven prediction problems and industrial practice requirements. Detailed figures and...

• Format: Paperback
• Language: English
• ISBN: 3030067858
• ISBN13: 9783030067854
• Release Date: December 2018
• Publisher: Springer
• Length: 443 Pages
• Weight: 1.41 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"