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Implementation of an AI-based predictive structural health monitoring strategy for bonded insulated rail joints using digital twins under varied bolt conditions

G.Bianchi F.Freddi F.Giuliani A.La Placa

铁道工程科学(英文)2025,Vol.33Issue(4):703-720,18.
铁道工程科学(英文)2025,Vol.33Issue(4):703-720,18.DOI:10.1007/s40534-024-00371-3

Implementation of an AI-based predictive structural health monitoring strategy for bonded insulated rail joints using digital twins under varied bolt conditions

Implementation of an AI-based predictive structural health monitoring strategy for bonded insulated rail joints using digital twins under varied bolt conditions

G.Bianchi 1F.Freddi 1F.Giuliani 1A.La Placa1

作者信息

  • 1. Department of Engineering and Architecture,University of Parma,43121 Parma,Italy
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摘要

关键词

Predictive maintenance/Digital twin of bonded insulated rail joints/Finite element analysis/Artificial intelligence classifier/Machine learning data analysis/Structural health monitoring strategy/Railway track monitoring

Key words

Predictive maintenance/Digital twin of bonded insulated rail joints/Finite element analysis/Artificial intelligence classifier/Machine learning data analysis/Structural health monitoring strategy/Railway track monitoring

引用本文复制引用

G.Bianchi,F.Freddi,F.Giuliani,A.La Placa..Implementation of an AI-based predictive structural health monitoring strategy for bonded insulated rail joints using digital twins under varied bolt conditions[J].铁道工程科学(英文),2025,33(4):703-720,18.

基金项目

Costs of this research have been covered by the National Recovery and Resilience Plan(NRRP),Mission 4 Component 2 Investment 1.4—Call for tender No.3138 of 16/12/2021 of Italian Ministry of University and Research funded by the European Union—NextGenerationEU.Award Number:Project code CN00000023,Con-cession Decree No.1033 of 17/06/2022 adopted by the Italian Ministry of University and Research,CUP D93C22000400001,"Sustainable Mobility Center"(CNMS).Spoke 4—Rail Transportation. (NRRP)

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