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Dynamic Modeling, Predictive Control and Performance Monitoring [2008]

1
Introduction
2
System Identification: Conventional Approach
3
Open-loop Subspace Identification
4
Closed-loop Subspace Identification
5
Identification of Dynamic Matrix and Noise Model Using Closed-loop Data
6
Model Predictive Control: Conventional Approach
7
Data-driven Subspace Approach to Predictive Control
8
Control Loop Performance Assessment: Conventional Approach
9
State-of-the-art MPC Performance Monitoring
10
Subspace Approach to MIMO Feedback Control Performance Assessment
11
Prediction Error Approach to Feedback Control Performance Assessment
12
Performance Assessment with LQG-benchmark from Closed-loop Data
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