APPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION

Modal parameters can be utilized to monitor the condition of a structure as it reflects the deviation of current condition to the initial condition of a structure. The estimation of these modal parameters is generally done using FFT based algorithms, for example the notorious spectral density peak-p...

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Main Author: Halim, Handi
Format: Theses
Language:Indonesia
Subjects:
Online Access:https://digilib.itb.ac.id/gdl/view/81599
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:81599
spelling id-itb.:815992024-07-01T15:49:35ZAPPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION Halim, Handi Teknik sipil Indonesia Theses bridge, Vector Auto Regressive Moving Average, operational modal analysis, time domain. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/81599 Modal parameters can be utilized to monitor the condition of a structure as it reflects the deviation of current condition to the initial condition of a structure. The estimation of these modal parameters is generally done using FFT based algorithms, for example the notorious spectral density peak-picking method. The shortcoming of using this frequency domain modal analysis is the inability to obtain the mode shape, damping ratio and distinguishing between physical and non-physical mode. Therefore, time domain method for obtaining modal parameter estimates is applied. This article presents the results of modal parameters estimation of two bridges in West Java which are Cisangkuy Bridge and Pasupati Bridge in operational condition. The first is a simply supported steel girder bridge and the latter is a continuous span pre-tensioned bridge. The measurement of bridge response to unmeasured and uncontrolled loading was done using tri-axial accelerometer EZDYN. The modal parameters, such as natural frequencies, damping ratios, and vibration mode shapes are obtained by means of operating modal analysis (OMA) in time domain using the measured acceleration and analyzed using Vector Autoregressive Moving Average (V-ARMA). The finite element method based on limited information gained through field survey is also applied as a comparison to the OMA result. The OMA and finite element model shows that both give satisfactory results that confirm each other to some extent, for both natural frequencies and vibration modes of several identified modes of vibration. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
topic Teknik sipil
spellingShingle Teknik sipil
Halim, Handi
APPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION
description Modal parameters can be utilized to monitor the condition of a structure as it reflects the deviation of current condition to the initial condition of a structure. The estimation of these modal parameters is generally done using FFT based algorithms, for example the notorious spectral density peak-picking method. The shortcoming of using this frequency domain modal analysis is the inability to obtain the mode shape, damping ratio and distinguishing between physical and non-physical mode. Therefore, time domain method for obtaining modal parameter estimates is applied. This article presents the results of modal parameters estimation of two bridges in West Java which are Cisangkuy Bridge and Pasupati Bridge in operational condition. The first is a simply supported steel girder bridge and the latter is a continuous span pre-tensioned bridge. The measurement of bridge response to unmeasured and uncontrolled loading was done using tri-axial accelerometer EZDYN. The modal parameters, such as natural frequencies, damping ratios, and vibration mode shapes are obtained by means of operating modal analysis (OMA) in time domain using the measured acceleration and analyzed using Vector Autoregressive Moving Average (V-ARMA). The finite element method based on limited information gained through field survey is also applied as a comparison to the OMA result. The OMA and finite element model shows that both give satisfactory results that confirm each other to some extent, for both natural frequencies and vibration modes of several identified modes of vibration.
format Theses
author Halim, Handi
author_facet Halim, Handi
author_sort Halim, Handi
title APPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION
title_short APPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION
title_full APPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION
title_fullStr APPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION
title_full_unstemmed APPLICATION OF V-ARMA MODEL IN BRIDGE SYSTEM IDENTIFICATION THROUGH AMBIENT TESTING FOR MODAL PARAMETER ESTIMATION
title_sort application of v-arma model in bridge system identification through ambient testing for modal parameter estimation
url https://digilib.itb.ac.id/gdl/view/81599
_version_ 1822009525029306368