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Drive-by damage detection methodology for high-speed railway bridges using sparse autoencoders

Edson Florentino de Souza Cássio Bragança Diogo Ribeiro Túlio Nogueira Bittencourt Hermes Carvalho

铁道工程科学(英文)2025,Vol.33Issue(4):614-641,28.
铁道工程科学(英文)2025,Vol.33Issue(4):614-641,28.DOI:10.1007/s40534-024-00347-3

Drive-by damage detection methodology for high-speed railway bridges using sparse autoencoders

Drive-by damage detection methodology for high-speed railway bridges using sparse autoencoders

Edson Florentino de Souza 1Cássio Bragança 2Diogo Ribeiro 3Túlio Nogueira Bittencourt 2Hermes Carvalho4

作者信息

  • 1. Department of Civil Engineering,Federal University of Technology Parana,Guarapuava 85053-525,Brazil||Department of Structural and Geotechnical Engineering,University of São Paulo,São Paulo 05508-900,Brazil
  • 2. Department of Structural and Geotechnical Engineering,University of São Paulo,São Paulo 05508-900,Brazil
  • 3. CONSTRUCT-LESE,School of Engineering,Polytechnic of Porto,4200-072 Porto,Portugal
  • 4. Department of Structural and Geotechnical Engineering,University of São Paulo,São Paulo 05508-900,Brazil||Department of Structural Engineering,Federal University of Minas Gerais,Belo Horizonte 31270-901,Brazil
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摘要

关键词

Drive-by/Indirect monitoring/Damage detection/High-speed railway bridges/Autoencoders

Key words

Drive-by/Indirect monitoring/Damage detection/High-speed railway bridges/Autoencoders

引用本文复制引用

Edson Florentino de Souza,Cássio Bragança,Diogo Ribeiro,Túlio Nogueira Bittencourt,Hermes Carvalho..Drive-by damage detection methodology for high-speed railway bridges using sparse autoencoders[J].铁道工程科学(英文),2025,33(4):614-641,28.

基金项目

The authors would like to acknowledge the financial support of CNPq(Brazilian Ministry of Science and Technology Agency),of CAPES(Higher Education Improvement Agency),of FAPESP(São Paulo Research Foundation)under grant#2022/13045-1,of VALE Catedra Under Rail and of Base Funding—UIDB/04708/2020 and Programmatic Funding—UIDP/04708/2020 of the CONSTRUCT—"Instituto de I&D em Estruturas e Construções. (Brazilian Ministry of Science and Technology Agency)

铁道工程科学(英文)

2662-4745

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