Data-driven rapid assessment of bridge responses under mixed traffic with restricted overloaded vehicles using machine learning

Baoguo Luo; Qiankun Li; Junfeng Wang; Guohua Wang; Jianzhong Wu; Zigang Wang; Chongchong Zhan

doi:10.1371/journal.pone.0355597

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Open Access

Peer-reviewed

Research Article

Data-driven rapid assessment of bridge responses under mixed traffic with restricted overloaded vehicles using machine learning

Baoguo Luo,

Roles Funding acquisition, Project administration, Resources, Supervision, Validation, Visualization, Writing – review & editing

Affiliation Guangdong Provincial Expressway Development Co.Ltd., Guangzhou, Guangdong, China
⨯
Qiankun Li,

Roles Data curation, Funding acquisition, Methodology, Project administration, Supervision, Validation, Visualization, Writing – review & editing

Affiliation Guangdong Communication Planning & Design Institute Group Co., Ltd, Guangzhou, Guangdong, China
⨯
Junfeng Wang ,

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

* E-mail: JunfengWang@xauat.edu.cn

Affiliation College of Civil Engineering, Xi’an University of Architecture and Technology, Xi’an, Shaanxi, China

https://orcid.org/0000-0003-4146-8892

⨯
Guohua Wang,

Roles Project administration, Resources, Supervision, Validation, Visualization

Affiliation Guangdong Provincial Expressway Development Co.Ltd., Guangzhou, Guangdong, China
⨯
Jianzhong Wu,

Roles Project administration, Resources, Supervision, Validation, Visualization

Affiliation Guangdong Communication Planning & Design Institute Group Co., Ltd, Guangzhou, Guangdong, China
⨯
Zigang Wang,

Roles Project administration, Supervision, Validation, Visualization

Affiliation Guangdong Provincial Expressway Development Co.Ltd., Guangzhou, Guangdong, China
⨯
Chongchong Zhan

Roles Software, Data curation

Affiliations Guangdong Communication Planning & Design Institute Group Co., Ltd, Guangzhou, Guangdong, China, Highway College, Chang’an University, Xi’an, Shaanxi, China
⨯

Data-driven rapid assessment of bridge responses under mixed traffic with restricted overloaded vehicles using machine learning

Baoguo Luo,
Qiankun Li,
Junfeng Wang,
Guohua Wang,
Jianzhong Wu,
Zigang Wang,
Chongchong Zhan

Published: August 11, 2026
https://doi.org/10.1371/journal.pone.0355597

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