Imperial College London
Portrait Picture

DrGiordanoScarciotti

Faculty of Engineering, Department of Electrical and Electronic Engineering

Senior Lecturer
 
 
 
//

Contact

 

+44 (0)20 7594 6268g.scarciotti Website

 
 
//

Location

 

1118Electrical EngineeringSouth Kensington Campus

//

Summary

 

Publications

Citation

BibTex format

@inproceedings{Mao:2022:10.23919/ECC55457.2022.9838134,
author = {Mao, J and Scarciotti, G},
doi = {10.23919/ECC55457.2022.9838134},
pages = {1690--1695},
publisher = {IEEE},
title = {Data-driven model reduction by moment matching for linear systems through a swapped interconnection},
url = {http://dx.doi.org/10.23919/ECC55457.2022.9838134},
year = {2022}
}
Download

RIS format (EndNote, RefMan)

TY  - CPAPER
AB  - In this work, we propose a time-domain data-driven technique for model reduction by moment matching oflinear systems. We propose an algorithm, based on the so-calledswapped interconnection, that (asymptotically) approximates anarbitrary number of moments of the system from a singletime-domain sample. A family of reduced-order models thatmatch the estimated moments is derived. Finally, the use of theproposed algorithm is demonstrated on the problem of modelreduction of a building model
AU  - Mao,J
AU  - Scarciotti,G
DO  - 10.23919/ECC55457.2022.9838134
EP  - 1695
PB  - IEEE
PY  - 2022///
SP  - 1690
TI  - Data-driven model reduction by moment matching for linear systems through a swapped interconnection
UR  - http://dx.doi.org/10.23919/ECC55457.2022.9838134
UR  - https://ieeexplore.ieee.org/document/9838134
UR  - http://hdl.handle.net/10044/1/96510
ER  -
Download