On the one-shot data-driven verification of dissipativity of LTI systems with general quadratic supply rate function
Systems and Control
2021-09-03 v2 Systems and Control
Abstract
Based on a one-shot input-output set of data from an LTI system, we present a verification method of dissipativity property based on a general quadratic supply-rate function. We show the applicability of our approach for identifying suitable general quadratic supply-rate function in two numerical examples, one regarding the estimation of -gains and one where we verify the dissipativity of a mass-spring-damper system.
Cite
@article{arxiv.2104.03108,
title = {On the one-shot data-driven verification of dissipativity of LTI systems with general quadratic supply rate function},
author = {Tábitha E. Rosa and Bayu Jayawardhana},
journal= {arXiv preprint arXiv:2104.03108},
year = {2021}
}
Comments
v1 published paper at ECC 2021; v2 (ArXiv) corrections on Theorem 1 and Example 1 and minor notation typos