Dynamic Modeling of Complex Industrial Processes: Data-Driven Methods and Application Research

By Chao Shang

Book Overview

Nominated as an outstanding PhD thesis by Tsinghua University

Develops a systematic, data-based dynamic modeling framework for industrial processes in keeping with the slowness principle

Proposes an effective process monitoring strategy to eliminate false alarms in industrial production

Presents a holistic framework for adaptive process monitoring system design

Offers dynamic quality prediction models with improved data utilization and accuracy for product quality control

• Format: Paperback
• Language: English
• ISBN: 9811338892
• ISBN13: 9789811338892
• Release Date: January 2019
• Publisher: Springer
• Length: 143 Pages
• Weight: 0.53 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"