Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented Vehicle

This study presents a novel and highly efficient technique to identify moving forces by utilising the acceleration response of an instrumented moving vehicle. The complex task of determining moving forces is transformed into one of solving linear equations, made easier through the Newmark-β method....

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Main Authors: Dexin Liu, Bo Liu, Xingui Li, Kang Shi
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Buildings
Subjects:
Online Access:https://www.mdpi.com/2075-5309/13/6/1481
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author Dexin Liu
Bo Liu
Xingui Li
Kang Shi
author_facet Dexin Liu
Bo Liu
Xingui Li
Kang Shi
author_sort Dexin Liu
collection DOAJ
description This study presents a novel and highly efficient technique to identify moving forces by utilising the acceleration response of an instrumented moving vehicle. The complex task of determining moving forces is transformed into one of solving linear equations, made easier through the Newmark-β method. To overcome the ill-conditioned problem and improve the recognition accuracy, Tikhonov regularisation is employed. Uniquely, this approach necessitates the placement sensors on the vehicle alone to record the responses of the vehicle–bridge coupled system as it traverses the bridge. Once the coupled responses are acquired, the moving force is quickly identified using the proposed method. The reliability of this method is numerically verified using a case study of a single degree-of-freedom vehicle crossing a simply supported beam. The performance of the proposed method is further demonstrated by examining several typical external factors. The results indicate that the method presents a high recognition accuracy, demonstrating good robustness and reliability even amidst substantial environmental noise interference. This proposed method offers a new perspective for identifying the moving force of small- to medium-span bridges.
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spelling doaj.art-72a9df84712c40a8be97a97a3f0fb24f2023-11-18T09:38:52ZengMDPI AGBuildings2075-53092023-06-01136148110.3390/buildings13061481Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented VehicleDexin Liu0Bo Liu1Xingui Li2Kang Shi3CCCC First Highway Engineering Group Co., Ltd., Beijing 100024, ChinaCCCC First Highway Engineering Group Co., Ltd., Beijing 100024, ChinaCCCC First Highway Engineering Group Co., Ltd., Beijing 100024, ChinaSchool of Civil Engineering, Chongqing University, Chongqing 400044, ChinaThis study presents a novel and highly efficient technique to identify moving forces by utilising the acceleration response of an instrumented moving vehicle. The complex task of determining moving forces is transformed into one of solving linear equations, made easier through the Newmark-β method. To overcome the ill-conditioned problem and improve the recognition accuracy, Tikhonov regularisation is employed. Uniquely, this approach necessitates the placement sensors on the vehicle alone to record the responses of the vehicle–bridge coupled system as it traverses the bridge. Once the coupled responses are acquired, the moving force is quickly identified using the proposed method. The reliability of this method is numerically verified using a case study of a single degree-of-freedom vehicle crossing a simply supported beam. The performance of the proposed method is further demonstrated by examining several typical external factors. The results indicate that the method presents a high recognition accuracy, demonstrating good robustness and reliability even amidst substantial environmental noise interference. This proposed method offers a new perspective for identifying the moving force of small- to medium-span bridges.https://www.mdpi.com/2075-5309/13/6/1481moving force identificationvehicle–bridge interactionNewmark-β methodTikhonov regularisation
spellingShingle Dexin Liu
Bo Liu
Xingui Li
Kang Shi
Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented Vehicle
Buildings
moving force identification
vehicle–bridge interaction
Newmark-β method
Tikhonov regularisation
title Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented Vehicle
title_full Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented Vehicle
title_fullStr Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented Vehicle
title_full_unstemmed Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented Vehicle
title_short Theoretical and Numerical Examination of a Novel Method for Identifying Bridge Moving Force Using an Instrumented Vehicle
title_sort theoretical and numerical examination of a novel method for identifying bridge moving force using an instrumented vehicle
topic moving force identification
vehicle–bridge interaction
Newmark-β method
Tikhonov regularisation
url https://www.mdpi.com/2075-5309/13/6/1481
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AT boliu theoreticalandnumericalexaminationofanovelmethodforidentifyingbridgemovingforceusinganinstrumentedvehicle
AT xinguili theoreticalandnumericalexaminationofanovelmethodforidentifyingbridgemovingforceusinganinstrumentedvehicle
AT kangshi theoreticalandnumericalexaminationofanovelmethodforidentifyingbridgemovingforceusinganinstrumentedvehicle