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Data-Driven Control: Balancing Transformation

Data-Driven Control: Balancing Transformation
Steve Brunton
11 min
Intermediate
Video
Theory

In this lecture, we derive the balancing coordinate transformation that makes the controllability and observability Gramians equal and diagonal. This is the critical step in balanced model reduction (balanced truncation), where a handful of the most controllable and observable state directions are kept for a reduced-order model.

 

 

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