Application of on-line RLS on parameter identification of benchmark building structure on shaking table test

S. C. Lo, Shih-Yu Chu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

An on-line recursive least-squares (RLS) identification technique is applied in this study. Based on the framework of adaptive control, the observations are obtained sequentially in real time. It is desirable to make the computations recursively to save computation time. Computation of the least-squares estimation can be arranged recursively so that the estimated parameters at previous step can be used to predict the responses at current time. The one-step ahead predicted error between estimated response and measured response is calculated by the RLS method and the dynamic properties of system can be identified as well. The purpose of this study is to apply the RLS method in discrete-time and to perform the identification procedures on a single-degree-of-freedom system and a three-floor benchmark building.

Original languageEnglish
Title of host publicationEASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction
Publication statusPublished - 2008
Event11th East Asia-Pacific Conference on Structural Engineering and Construction, EASEC-11 - Taipei, Taiwan
Duration: 2008 Nov 192008 Nov 21

Other

Other11th East Asia-Pacific Conference on Structural Engineering and Construction, EASEC-11
CountryTaiwan
CityTaipei
Period08-11-1908-11-21

Fingerprint

Identification (control systems)

All Science Journal Classification (ASJC) codes

  • Civil and Structural Engineering
  • Building and Construction

Cite this

Lo, S. C., & Chu, S-Y. (2008). Application of on-line RLS on parameter identification of benchmark building structure on shaking table test. In EASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction
Lo, S. C. ; Chu, Shih-Yu. / Application of on-line RLS on parameter identification of benchmark building structure on shaking table test. EASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction. 2008.
@inproceedings{9bb4294dc4af4235a7833649a183b457,
title = "Application of on-line RLS on parameter identification of benchmark building structure on shaking table test",
abstract = "An on-line recursive least-squares (RLS) identification technique is applied in this study. Based on the framework of adaptive control, the observations are obtained sequentially in real time. It is desirable to make the computations recursively to save computation time. Computation of the least-squares estimation can be arranged recursively so that the estimated parameters at previous step can be used to predict the responses at current time. The one-step ahead predicted error between estimated response and measured response is calculated by the RLS method and the dynamic properties of system can be identified as well. The purpose of this study is to apply the RLS method in discrete-time and to perform the identification procedures on a single-degree-of-freedom system and a three-floor benchmark building.",
author = "Lo, {S. C.} and Shih-Yu Chu",
year = "2008",
language = "English",
booktitle = "EASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction",

}

Lo, SC & Chu, S-Y 2008, Application of on-line RLS on parameter identification of benchmark building structure on shaking table test. in EASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction. 11th East Asia-Pacific Conference on Structural Engineering and Construction, EASEC-11, Taipei, Taiwan, 08-11-19.

Application of on-line RLS on parameter identification of benchmark building structure on shaking table test. / Lo, S. C.; Chu, Shih-Yu.

EASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction. 2008.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Application of on-line RLS on parameter identification of benchmark building structure on shaking table test

AU - Lo, S. C.

AU - Chu, Shih-Yu

PY - 2008

Y1 - 2008

N2 - An on-line recursive least-squares (RLS) identification technique is applied in this study. Based on the framework of adaptive control, the observations are obtained sequentially in real time. It is desirable to make the computations recursively to save computation time. Computation of the least-squares estimation can be arranged recursively so that the estimated parameters at previous step can be used to predict the responses at current time. The one-step ahead predicted error between estimated response and measured response is calculated by the RLS method and the dynamic properties of system can be identified as well. The purpose of this study is to apply the RLS method in discrete-time and to perform the identification procedures on a single-degree-of-freedom system and a three-floor benchmark building.

AB - An on-line recursive least-squares (RLS) identification technique is applied in this study. Based on the framework of adaptive control, the observations are obtained sequentially in real time. It is desirable to make the computations recursively to save computation time. Computation of the least-squares estimation can be arranged recursively so that the estimated parameters at previous step can be used to predict the responses at current time. The one-step ahead predicted error between estimated response and measured response is calculated by the RLS method and the dynamic properties of system can be identified as well. The purpose of this study is to apply the RLS method in discrete-time and to perform the identification procedures on a single-degree-of-freedom system and a three-floor benchmark building.

UR - http://www.scopus.com/inward/record.url?scp=84871021671&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84871021671&partnerID=8YFLogxK

M3 - Conference contribution

BT - EASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction

ER -

Lo SC, Chu S-Y. Application of on-line RLS on parameter identification of benchmark building structure on shaking table test. In EASEC-11 - Eleventh East Asia-Pacific Conference on Structural Engineering and Construction. 2008