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Shang, Chao

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

Shang, Chao - Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research, e-bok

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ISBN: 9789811066771
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Table of contents

1. Introduction
Chao Shang

2. Monitoring of Operating Condition and Process Dynamics with Slow Feature Analysis
Chao Shang

3. Control Performance Monitoring and Diagnosis Based on SFA and Contribution Plot
Chao Shang

4. Recursive SFA Algorithm and Adaptive Monitoring System Design
Chao Shang

5. Probabilistic Slow Feature Regression for Dynamic Soft Sensing
Chao Shang

6. Enhanced Dynamic PLS with Temporal Smoothness for Soft Sensing
Chao Shang

7. Nonlinear Dynamic Soft Sensing Based on Bayesian Inference
Chao Shang

8. Conclusions and Recommendations
Chao Shang

Nyckelord: Engineering, Quality Control, Reliability, Safety and Risk, Manufacturing, Machines, Tools, Control, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences

Författare
Utgivare
Springer
Utgivningsår
2018
Språk
en
Utgåva
1
Serie
Springer Theses
Sidantal
18 sidor
Kategori
Teknologi, energi, trafik
Format
E-bok
eISBN (PDF)
9789811066771
Tryckt ISBN
978-981-10-6676-4

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