Digital twin technology for continuously welded turnout on high-speed railway bridges based on improved MOPSO algorithm

被引:0
作者
Zhou, Chenyi [1 ]
Gao, Liang [2 ]
Cai, Xiaopei [2 ]
Ding, Hao [1 ]
Li, Ke [1 ]
Li, Wenfeng [1 ]
机构
[1] China Merchants Chongqing Commun Res & Design Inst, Chongqing 400067, Peoples R China
[2] Beijing Jiaotong Univ, Sch Civil Engn, Beijing 100044, Peoples R China
基金
中国国家自然科学基金;
关键词
High-speed railway; Continuously welded turnout; Digital twin; Multi-objective optimization; Service status evaluation;
D O I
10.1007/s00158-024-03806-x
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The high-speed railway (HSR) in China has entered the stage of large-scale operation, and there is an urgent need for the intelligent and refined management of track structures. However, due to operating requirements and railroad clearance of HSR, it is difficult to fully grasp the service status of track structures in real time. The digital twin theory, which emphasizes the interconnection of physical and virtual worlds, provides a novel perspective for managing track structures. Therefore, this study proposes using digital twin technology to evaluate the status of track structures, specifically focusing on the continuously welded turnout (CWT) on HSR bridges. Via the refined finite element method (FEM), a virtual entity (VE) model is established to mirror the behavior and status of the physical entity (PE), a continuously monitored CWT on the Beijing-Shanghai High-speed Railway. To ensure an efficient and accurate mapping relationship between VE and PE, an improved MOPSO algorithm based on the surrogate model technique and global ranking criterion has been developed. The proposed method is applied to evaluate the performance evolution and damage status of the CWT. The results demonstrate good consistency with insitu manual inspections, suggesting that this method can accurately locate local defects in track structures, assisting in efficiently managing HSR.
引用
收藏
页数:19
相关论文
共 36 条
[1]   Digital Twin for Civil Engineering Systems: An Exploratory Review for Distributed Sensing Updating [J].
Bado, Mattia Francesco ;
Tonelli, Daniel ;
Poli, Francesca ;
Zonta, Daniele ;
Casas, Joan Ramon .
SENSORS, 2022, 22 (09)
[2]  
Brosinsky C, 2018, IEEE INT ENER CONF
[3]  
Cao Y., 2022, Railw Stand Des, V4, P27
[4]  
[陈伯靖 Chen Bojing], 2013, [铁道学报, Journal of the China Railway Society], V35, P100
[5]  
Chen H., 2021, J East China Jiaotong Univ, V4, P27
[6]   THE ORIGINS OF KRIGING [J].
CRESSIE, N .
MATHEMATICAL GEOLOGY, 1990, 22 (03) :239-252
[7]  
Dong S., 2022, J Mech Eng, V58, P11, DOI [10.3901/JME.2022.18.240, DOI 10.3901/JME.2022.18.240]
[8]   Model Updating of Railway Bridge Using In Situ Dynamic Displacement Measurement under Trainloads [J].
Feng, Dongming ;
Feng, Maria Q. .
JOURNAL OF BRIDGE ENGINEERING, 2015, 20 (12)
[9]   Continuous vertical Wheel-rail force Reconstruction method based on the distributed Acoustic sensing technology [J].
Gao, Liang ;
Zhou, Chenyi ;
Xiao, Hong ;
Chen, Zhipei .
MEASUREMENT, 2022, 197
[10]  
Gao X, 2021, Research on digital twin modeling method and its application to optimal operation of thermal power system, DOI [10.27140/d.cnki.ghbbu.2021.000010, DOI 10.27140/D.CNKI.GHBBU.2021.000010]