Data Publication

Data underlying the publication: A Prediction Method for Creep Camber in High-Speed Railway Simply Supported Beam Bridges Based on SHAP-XGBoost

Zhu, Longxiang | Gao, Lei | Zhang, Lei

4TU.ResearchData

(2025)

Descriptions

The dataset consists of processed feature data, including environmental parameters of the bridge's location (ambient temperature, wind speed, wind direction, radiation, atmospheric pressure), solar incidence angle and solar azimuth angle calculated based on the bridge's latitude/longitude and time information, temperature data monitored by temperature sensors installed inside the processed box girder, and measured mid-span creep camber displacement values.

Keywords

MSL enriched keywords
civil engineered setting
Inferred deformation behavior
microphysical deformation mechanism
time-dependent mechanism
MSL vocabulary keywords corresponding to originally assigned keywords
civil engineered setting
Originally assigned keywords
Civil Engineering
FOS: Civil engineering
Engineering
Bridge engineering
High-speed railway simply supported beam bridge
Temperature gradient
Creep camber
Machine learning
XGBoost model
Shapley additive explanations

Metadata


MSL enriched sub domains

rock and melt physics

Resource Type

Dataset


Source

https://data.4tu.nl/datasets/8a8a9975-859d-4197-bca9-95e7eb5ed28c/1

Source publisher

4TU.ResearchData

DOI

10.4121/8a8a9975-859d-4197-bca9-95e7eb5ed28c.v1

Creators

Zhu, Longxiang
Gao, Lei
Zhang, Lei

Contributors

Jiangsu University of Science and Technology, School of Architecture and Civil Engineering
Organizational
Shandong University, State Key Laboratory for Tunnel Engineering
Organizational

Citation

Zhu, L., Gao, L., & Zhang, L. (2025). Data underlying the publication: A Prediction Method for Creep Camber in High-Speed Railway Simply Supported Beam Bridges Based on SHAP-XGBoost (Version 1) [Dataset]. 4TU.ResearchData. https://doi.org/10.4121/8A8A9975-859D-4197-BCA9-95E7EB5ED28C.V1


References

URL
References

Dates

Issued 2025-09-23

Language

en



Rights

Name Creative Commons Attribution Non Commercial No Derivatives 4.0 International
URI https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
Identifier cc-by-nc-nd-4.0
Identifier Scheme SPDX
Scheme URI https://spdx.org/licenses/

Locations

- no geo-locations found -