Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research - Springer Theses
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9789811066764, 9789811066771

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Conclusions and Recommendations

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

10.1007/978-981-10-6677-1_8 ◽

2018 ◽

pp. 141-143

Author(s):

Chao Shang

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Recursive SFA Algorithm and Adaptive Monitoring System Design

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

10.1007/978-981-10-6677-1_4 ◽

2018 ◽

pp. 65-81

Author(s):

Chao Shang

Keyword(s):

System Design ◽

Monitoring System ◽

Adaptive Monitoring

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Control Performance Monitoring and Diagnosis Based on SFA and Contribution Plot

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

10.1007/978-981-10-6677-1_3 ◽

2018 ◽

pp. 49-64

Author(s):

Chao Shang

Keyword(s):

Performance Monitoring ◽

Control Performance ◽

Monitoring And Diagnosis

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Introduction

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

10.1007/978-981-10-6677-1_1 ◽

2018 ◽

pp. 1-19

Author(s):

Chao Shang

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Nonlinear Dynamic Soft Sensing Based on Bayesian Inference

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

10.1007/978-981-10-6677-1_7 ◽

2018 ◽

pp. 125-140

Author(s):

Chao Shang

Keyword(s):

Bayesian Inference ◽

Nonlinear Dynamic ◽

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Probabilistic Slow Feature Regression for Dynamic Soft Sensing

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

10.1007/978-981-10-6677-1_5 ◽

2018 ◽

pp. 83-107

Author(s):

Chao Shang

Keyword(s):

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Enhanced Dynamic PLS with Temporal Smoothness for Soft Sensing

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

10.1007/978-981-10-6677-1_6 ◽

2018 ◽

pp. 109-123

Author(s):

Chao Shang

Keyword(s):

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Monitoring of Operating Condition and Process Dynamics with Slow Feature Analysis

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

10.1007/978-981-10-6677-1_2 ◽

2018 ◽

pp. 21-48

Author(s):

Chao Shang

Keyword(s):

Feature Analysis ◽

Operating Condition ◽

Process Dynamics ◽

Slow Feature Analysis

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