What is included with this book?
Introduction | p. 1 |
Dynamic Modeling through Subspace Identification | |
System Identification: Conventional Approach | p. 9 |
Open-loop Subspace Identification | p. 31 |
Closed-loop Subspace Identification | p. 55 |
Identification of Dynamic Matrix and Noise Model Using Closed-loop Data | p. 79 |
Predictive Control | |
Model Predictive Control: Conventional Approach | p. 101 |
Data-driven Subspace Approach to Predictive Control | p. 121 |
Control Performance Monitoring | |
Control Loop Performance Assessment: Conventional Approach | p. 145 |
State-of-the-art MPC Performance Monitoring | p. 157 |
Subspace Approach to MIMO Feedback Control Performance Assessment | p. 177 |
Prediction Error Approach to Feedback Control Performance Assessment | p. 195 |
Performance Assessment with LQG-bench mark from Closed-loop Data | p. 213 |
References | p. 229 |
Index | p. 237 |
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