Dynamic displacements-based model updating with motion capture system

Byung Kwan Oh, Jin Woo Hwang, Se Woon Choi, Yousok Kim, Tongjun Cho, Hyo Seon Park

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

In this paper, a dynamic displacements-based model updating method using a motion capture system (MCS) is proposed. The dynamic characteristics from MCS are used to find the parameters that minimize the difference between updated model and direct measurement. Using a multi-objective optimization algorithm of non-dominated sorting genetic algorithm-II, the number of objective functions for model updating is set to the same number of modes under consideration, and all the objective function are simultaneously minimized. To consider the contribution of each mode on model updating and to avoid biased results, a rule for weighting of solutions associated to each mode based on modal participation factors is suggested and tested. Using a free vibration experimental test of a three-story shear model, the performance of model updating method is verified by the comparison of the dynamics characteristics between the updated model and direct measurement by MCS. In addition, time histories of displacements from the updated model are compared with the direct measurement.

Original languageEnglish
Article numbere1904
JournalStructural Control and Health Monitoring
Volume24
Issue number4
DOIs
Publication statusPublished - 2017 Apr 1

Fingerprint

Multiobjective optimization
Sorting
Genetic algorithms

All Science Journal Classification (ASJC) codes

  • Civil and Structural Engineering
  • Building and Construction
  • Mechanics of Materials

Cite this

Oh, Byung Kwan ; Hwang, Jin Woo ; Choi, Se Woon ; Kim, Yousok ; Cho, Tongjun ; Park, Hyo Seon. / Dynamic displacements-based model updating with motion capture system. In: Structural Control and Health Monitoring. 2017 ; Vol. 24, No. 4.
@article{5b82419a295e4a659f206b3b3b8b498c,
title = "Dynamic displacements-based model updating with motion capture system",
abstract = "In this paper, a dynamic displacements-based model updating method using a motion capture system (MCS) is proposed. The dynamic characteristics from MCS are used to find the parameters that minimize the difference between updated model and direct measurement. Using a multi-objective optimization algorithm of non-dominated sorting genetic algorithm-II, the number of objective functions for model updating is set to the same number of modes under consideration, and all the objective function are simultaneously minimized. To consider the contribution of each mode on model updating and to avoid biased results, a rule for weighting of solutions associated to each mode based on modal participation factors is suggested and tested. Using a free vibration experimental test of a three-story shear model, the performance of model updating method is verified by the comparison of the dynamics characteristics between the updated model and direct measurement by MCS. In addition, time histories of displacements from the updated model are compared with the direct measurement.",
author = "Oh, {Byung Kwan} and Hwang, {Jin Woo} and Choi, {Se Woon} and Yousok Kim and Tongjun Cho and Park, {Hyo Seon}",
year = "2017",
month = "4",
day = "1",
doi = "10.1002/stc.1904",
language = "English",
volume = "24",
journal = "Structural Control and Health Monitoring",
issn = "1545-2255",
publisher = "John Wiley and Sons Ltd",
number = "4",

}

Dynamic displacements-based model updating with motion capture system. / Oh, Byung Kwan; Hwang, Jin Woo; Choi, Se Woon; Kim, Yousok; Cho, Tongjun; Park, Hyo Seon.

In: Structural Control and Health Monitoring, Vol. 24, No. 4, e1904, 01.04.2017.

Research output: Contribution to journalArticle

TY - JOUR

T1 - Dynamic displacements-based model updating with motion capture system

AU - Oh, Byung Kwan

AU - Hwang, Jin Woo

AU - Choi, Se Woon

AU - Kim, Yousok

AU - Cho, Tongjun

AU - Park, Hyo Seon

PY - 2017/4/1

Y1 - 2017/4/1

N2 - In this paper, a dynamic displacements-based model updating method using a motion capture system (MCS) is proposed. The dynamic characteristics from MCS are used to find the parameters that minimize the difference between updated model and direct measurement. Using a multi-objective optimization algorithm of non-dominated sorting genetic algorithm-II, the number of objective functions for model updating is set to the same number of modes under consideration, and all the objective function are simultaneously minimized. To consider the contribution of each mode on model updating and to avoid biased results, a rule for weighting of solutions associated to each mode based on modal participation factors is suggested and tested. Using a free vibration experimental test of a three-story shear model, the performance of model updating method is verified by the comparison of the dynamics characteristics between the updated model and direct measurement by MCS. In addition, time histories of displacements from the updated model are compared with the direct measurement.

AB - In this paper, a dynamic displacements-based model updating method using a motion capture system (MCS) is proposed. The dynamic characteristics from MCS are used to find the parameters that minimize the difference between updated model and direct measurement. Using a multi-objective optimization algorithm of non-dominated sorting genetic algorithm-II, the number of objective functions for model updating is set to the same number of modes under consideration, and all the objective function are simultaneously minimized. To consider the contribution of each mode on model updating and to avoid biased results, a rule for weighting of solutions associated to each mode based on modal participation factors is suggested and tested. Using a free vibration experimental test of a three-story shear model, the performance of model updating method is verified by the comparison of the dynamics characteristics between the updated model and direct measurement by MCS. In addition, time histories of displacements from the updated model are compared with the direct measurement.

UR - http://www.scopus.com/inward/record.url?scp=85014410733&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85014410733&partnerID=8YFLogxK

U2 - 10.1002/stc.1904

DO - 10.1002/stc.1904

M3 - Article

VL - 24

JO - Structural Control and Health Monitoring

JF - Structural Control and Health Monitoring

SN - 1545-2255

IS - 4

M1 - e1904

ER -