Closed-Loop Model Reduction by Moment Matching for Linear Systems
2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC(2023)
摘要
We study the model reduction by moment matching problem for linear systems in a closed-loop configuration. First we show that the moments of a linear system can be expressed in a form that is independent of the structure of the signal generator. Then we define a class of reduced-order models that can replicate the steady-state response of the original system from input-output data. Finally, we demonstrate the applicability of the results using two simple numerical examples.
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