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Parameter Optimization of Locking Pipe Curtain Based on Combination Weighting TOPSIS-BPNN-GA Method
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Jiajun DU1, Zhen ZHANG2, Xingshuai LIU2, Qixiang YAN1, Yifeng ZHANG1
Urban Rapid Rail Transit | 2025, 38(2) : 90 - 100
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Urban Rapid Rail Transit | 2025, 38(2): 90-100
Civil Engineering Technology
Parameter Optimization of Locking Pipe Curtain Based on Combination Weighting TOPSIS-BPNN-GA Method
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Jiajun DU1, Zhen ZHANG2, Xingshuai LIU2, Qixiang YAN1, Yifeng ZHANG1
Affiliations
  • 1 Key Laboratory of Transportation Tunnel Engineering, Ministry of Education, School of Civil Engineering Southwest Jiaotong University Chengdu 610031
  • 2 Shandong Hi-speed Engineering Construction Group Co., Ltd. Jinan 250014
Published: 2025-04-01 doi: 10.3969/j.issn.1672-6073.2025.02.013
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Relying on a subway station entrance and exit channel pipe jacking project, combined with the onsite monitoring data for jacking parameter inversion, the refined pipe curtaincorridorstrata pipeline corridor jacking finite element model considering the locking joints was established. The deformation of strata with and without pipe curtain is analyzed comparatively, and the necessity of pipe curtain is verified. Then, the effects of pipe diameter, pipe spacing and pipe thickness on surface settlement, pipe curtain cost and joint gap were systematically investigated through comprehensive tests, and a comprehensive evaluation system of TOPSIS was established to evaluate the adaptability of the pipe curtain with game combination assignment. Subsequently, BPNN was used to fit the mapping relationship between the pipe curtain parameters and the adaptability, and finally the genetic algorithm was used to search for the optimal parameter combinations. The study shows that the parameter that has the greatest influence on the adaptability of the pipe curtain is the diameter of the steel pipe, followed by the clear distance of the steel pipe, and finally the thickness of the steel pipe. Considering the safety, water resistance and economy, the recommended design parameters of the locking pipe curtain are the steel pipe diameter of 990 mm, the steel pipe thickness of 20 mm, and the steel pipe clearance of 160 mm.

urban rail transit  /  locking pipe curtain  /  parameter optimization  /  TOPSIS  /  neural network  /  genetic algorithm
Jiajun DU, Zhen ZHANG, Xingshuai LIU, Qixiang YAN, Yifeng ZHANG. Parameter Optimization of Locking Pipe Curtain Based on Combination Weighting TOPSIS-BPNN-GA Method[J]. Urban Rapid Rail Transit, 2025 , 38 (2) : 90 -100 . DOI: 10.3969/j.issn.1672-6073.2025.02.013
Year 2025 volume 38 Issue 2
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Article Info
doi: 10.3969/j.issn.1672-6073.2025.02.013
  • Receive Date:2024-05-12
  • Online Date:2025-07-09
  • Published:2025-04-01
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  • Received:2024-05-12
  • Revised:2024-08-09
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    1 Key Laboratory of Transportation Tunnel Engineering, Ministry of Education, School of Civil Engineering Southwest Jiaotong University Chengdu 610031
    2 Shandong Hi-speed Engineering Construction Group Co., Ltd. Jinan 250014
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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