An integrated streaming algorithm for real-time monitoring and prediction of open caisson sinking using multi-GNSS and earth pressure data

values exceed 0.93, indicating high prediction accuracy. The average calculation time for each analysis round is 0.07 s, showcasing the streaming algorithm's speed and efficiency.

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Publication Details

Journal
Scientific Reports
Published
2026-04-30
DOI
https://doi.org/10.1038/s41598-026-50413-5
Primary Topic
Blasting Impact and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

An integrated streaming algorithm for real-time monitoring and prediction of open caisson sinking using multi-GNSS and earth pressure data

Jiahang Li, Zheng Qinggang, Liu Zheng, Mingwei Guo et al.
Scientific Reports
Blasting Impact and Analysis
article

An integrated streaming algorithm for real-time monitoring and prediction of open caisson sinking using multi-GNSS and earth pressure data

Jiahang Li, Zheng Qinggang, Liu Zheng, Mingwei Guo, X Q Dong, Junlin Jiang
article en

Abstract

values exceed 0.93, indicating high prediction accuracy. The average calculation time for each analysis round is 0.07 s, showcasing the streaming algorithm's speed and efficiency.

Scientific Reports
China Railway Major Bridge Reconnaissance & Design Institute (China) (CN), Institute of Rock and Soil Mechanics (CN), University of Chinese Academy of Sciences (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation
Climate action
Openalex Percentile: Top 13%
Blasting Impact and Analysis
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