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Dynamic Modeling, Predictive Control and Performance Monitoring [2008]
- 1
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Introduction
- 2
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System Identification: Conventional Approach
- 3
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Open-loop Subspace Identification
- 4
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Closed-loop Subspace Identification
- 5
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Identification of Dynamic Matrix and Noise Model Using Closed-loop Data
- 6
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Model Predictive Control: Conventional Approach
- 7
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Data-driven Subspace Approach to Predictive Control
- 8
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Control Loop Performance Assessment: Conventional Approach
- 9
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State-of-the-art MPC Performance Monitoring
- 10
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Subspace Approach to MIMO Feedback Control Performance Assessment
- 11
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Prediction Error Approach to Feedback Control Performance Assessment
- 12
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Performance Assessment with LQG-benchmark from Closed-loop Data