Approximate balanced-truncation model reduction for large scale systems†

The complexity of a large scale system makes the computations of reduced order models based on balancing impractical. However, typically there is a weak coupling between the subsystems of a large scale system. This is used here to derive approximate balanced-truncation reduced order models for large scale systems with reliable and tractable computations.