Data-Driven Prediction for Industrial Processes and Their Applications

by Jun Zhao, Wei Wang, Chunyang Sheng

Book Overview

PrefaceCh1 Introduction1.1 Why the prediction is required for industrial process1.2 Introduction to industrial process prediction1.3 Category of industrial process prediction1.4 Common-used techniques for industrial process prediction1.5 Brief summaryCh2 Data preprocessing techniques2.1 Anomaly detection of data2.2 Correction of abnormal data2.3 Methods of packing missing data2.4 Data de-noising techniques2.5 Data fusion methods2.6 DiscussionCh3 Industrial...

• 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"