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From resolvent to Gramians: extracting forcing and response modes for control by Herrmann, Benjamin; Baddoo, Peter J.; Dawson, Scott T. M.; Semaan, Richard; Brunton, Steven L.; McKeon, Beverley J. is a scholarly article available to read on EtoBox.

What is From resolvent to Gramians: extracting forcing and response modes for control about?

During the last decade, forcing and response modes produced by resolvent analysis have demonstrated great potential to guide sensor and actuator placement and design in flow control applications. However, resolvent modes are frequency-dependent, which, although responsible for their success in identifying scale interactions in turbulence, complicates their use for control purposes. In this work, we seek orthogonal bases of forcing and response modes that are the most responsive and receptive, respectively, across all frequencies. We show that these frequency-independent bases of \emph{representative} resolvent modes are given by the eigenvectors of the observability and controllability Gramians of the system considering full state inputs and outputs. We present several numerical examples where we leverage these bases by building orthogonal or interpolatory projectors onto the dominant forcing and response subspaces. Gramian-based forcing modes are used to identify dynamically relevant disturbances, to place point sensors to measure disturbances, and to design actuators for feedforward control in the subcritical linearized Ginzburg--Landau equation. Gramian-based response modes are

Author

Herrmann, Benjamin; Baddoo, Peter J.; Dawson, Scott T. M.; Semaan, Richard; Brunton, Steven L.; McKeon, Beverley J.

Published

2023

Language

EN