Parameter sensitivity analysis and structural optimization of PLC construction method pile cofferdam based on RSM

To explore the influence patterns of various structural parameters of the PLC construction method pile cofferdam on its mechanical properties, and to optimize the structural design for enhancing engineering safety and economy, this study relied on the PLC construction method pile cofferdam of the Luoxizhou Super Bridge. Multiple sensitivity analysis methods were employed to identify sensitive parameters. Subsequently, a multi-objective optimization study was conducted based on the identified sensitive parameters. Additionally, the entropy weight TOPSIS decision-making approach was introduced to quantify the advantages and disadvantages of each optimized scheme and the initial design scheme. The results indicate that: (1) Sensitivity rankings derived from the single parameter method and the response surface methodology are consistent across parameters, but the response surface methodology provides more accurate sensitivity quantification. (2) The thicknesses of the steel sheet pile wall, steel pipe pile wall, and bottom-sealing concrete significantly affect the maximum displacement and maximum stress of the cofferdam. (3) The entropy-weighted TOPSIS decision-making can effectively evaluate the advantages and disadvantages of the Pareto solution set optimized by the NSGA-II algorithm. (4) Economic cost and structural performance exhibit a nonlinear synergy: As cost increases, the maximum displacement of the cofferdam decreases markedly, whereas the maximum stress of the bottom-sealing concrete decreases at a slower rate.

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Publication Details

Journal
PLoS ONE
Published
2025-12-23
DOI
https://doi.org/10.1371/journal.pone.0339267
Primary Topic
Structural Response to Dynamic Loads
Type
article
Field-Weighted Citation Impact
0.00

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article

Parameter sensitivity analysis and structural optimization of PLC construction method pile cofferdam based on RSM

Ye Dai, Wei Zhang, Shiyao Wang, Zhongchu Tian
PLoS ONE
Structural Response to Dynamic Loads
article

Parameter sensitivity analysis and structural optimization of PLC construction method pile cofferdam based on RSM

Ye Dai, Wei Zhang, Shiyao Wang, Zhongchu Tian
article en

Abstract

To explore the influence patterns of various structural parameters of the PLC construction method pile cofferdam on its mechanical properties, and to optimize the structural design for enhancing engineering safety and economy, this study relied on the PLC construction method pile cofferdam of the Luoxizhou Super Bridge. Multiple sensitivity analysis methods were employed to identify sensitive parameters. Subsequently, a multi-objective optimization study was conducted based on the identified sensitive parameters. Additionally, the entropy weight TOPSIS decision-making approach was introduced to quantify the advantages and disadvantages of each optimized scheme and the initial design scheme. The results indicate that: (1) Sensitivity rankings derived from the single parameter method and the response surface methodology are consistent across parameters, but the response surface methodology provides more accurate sensitivity quantification. (2) The thicknesses of the steel sheet pile wall, steel pipe pile wall, and bottom-sealing concrete significantly affect the maximum displacement and maximum stress of the cofferdam. (3) The entropy-weighted TOPSIS decision-making can effectively evaluate the advantages and disadvantages of the Pareto solution set optimized by the NSGA-II algorithm. (4) Economic cost and structural performance exhibit a nonlinear synergy: As cost increases, the maximum displacement of the cofferdam decreases markedly, whereas the maximum stress of the bottom-sealing concrete decreases at a slower rate.

PLoS ONEVol. 20(12)
First People's Hospital of Nanning (CN), Changsha University of Science and Technology (CN), Fujian University of Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 37%
Structural Response to Dynamic Loads
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Parameter sensitivity analysis and structural optimization of PLC construction method pile cofferdam based on RSM — Ye Dai, Wei Zhang, et al. · PLoS ONE (2025) | TGRS Research Map | TGRS