Article(id=1273953263037735468, tenantId=1146029695717560320, journalId=1272209045839646724, issueId=1273953231114887613, articleNumber=null, orderNo=null, doi=10.20174/j.JUSE.2026.02.06, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1747843200000, receivedDateStr=2025-05-22, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1781663726815, onlineDateStr=2026-06-17, pubDate=1776614400000, pubDateStr=2026-04-20, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1781663726815, onlineIssueDateStr=2026-06-17, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1781663726815, creator=13701087609, updateTime=1781663726815, updator=13701087609, issue=Issue{id=1273953231114887613, tenantId=1146029695717560320, journalId=1272209045839646724, year='2026', volume='22', issue='2', pageStart='377', pageEnd='752', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=1, specialIssue=null, createTime=1781663719203, creator=13701087609, updateTime=1781663760928, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1273953406235467954, tenantId=1146029695717560320, journalId=1272209045839646724, issueId=1273953231114887613, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1273953406235467955, tenantId=1146029695717560320, journalId=1272209045839646724, issueId=1273953231114887613, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=437, endPage=447, ext={EN=ArticleExt(id=1273953263473943086, articleId=1273953263037735468, tenantId=1146029695717560320, journalId=1272209045839646724, language=EN, title=Dynamic Inversion for the Mechanical Parameters of Tunnel Surrounding Rock Based on UBPSO Algorithm, columnId=null, journalTitle=Chinese Journal of Underground Space and Engineering, columnName=null, runingTitle=null, highlight=null, articleAbstract=

With the excavation of tunnels, the surrounding rock is disturbed and damaged, resulting in changes in its geotechnical parameters. To obtain dynamic variation laws of geotechnical parameters accurately, an inversion method for mechanical parameters of tunnel surrounding rock based on updated boundaries particle swarm optimization (UBPSO) algorithm is proposed. Due to the large fluctuation of optimization results with the particle swarm algorithm, an updated boundaries particle swarm algorithm is proposed. By updating the upper and lower limits of search boundaries dynamically, performing reversal and mutation operations on individual historical optimal values, and updating inertia weights adaptively, the updated boundaries particle swarm algorithm achieves high-precision and fast optimization. The stability test of the Ackley function indicates that compared to the particle swarm optimization algorithm, the updated boundaries particle swarm algorithm has the following advantages, fast optimization speed, high accuracy of results, small fluctuation of outcomes, and less sensitivity to getting stuck in local optima. Based on the updated boundaries particle swarm optimization algorithm, a reverse analysis model for mechanical parameters of tunnel surrounding rock using MATLAB-PYTHON-ABAQUS and on-site monitoring data is established. Taking the YK76+470 to YK76+502.5 section of the Tongluoshan tunnel as an example, the model was used to analyze the on-site monitoring data of the tunnel arch settlement. It was found that the elastic modulus of the colluvial soil layer decreased from 0.200 GPa to 0.106 GPa, the internal friction angle dropped from 14° to 12.072°, and the cohesion value fell from 22 kPa to 19.373 kPa.

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隧道开挖过程中,围岩受扰动而损伤,其岩土参数将发生变化。为准确掌握岩土参数动态变化规律,提出基于边界更新粒子群算法(UBPSO)的隧道围岩力学参数反演方法。针对粒子群算法寻优结果波动性大的问题,提出边界更新粒子群算法。通过动态更新搜索边界上下限、个体历史最优值进行交叉与变异操作和惯性权重自适应更新,实现边界更新粒子群算法高精度、快速寻优。Ackley函数稳定性测试实验可知,相对于传统粒子群算法,边界更新粒子群算法具有寻优速度快、结果精度高、结果波动性小和不易陷入局部最优值等优点。基于边界更新粒子群算法,建立MATLAB-PYTHON-ABAQUS和现场监测数据联合使用的隧道围岩力学参数反分析模型。以铜锣山隧道YK76+470 ~ YK76+502.5区段为例,通过该模型反分析隧道拱顶沉降现场监测数据可知,最终崩坡积土层弹性模量从0.200 GPa下降至0.106 GPa、内摩擦角从14°下降至12.072°、黏聚力从22 kPa下降至19.373 kPa。

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罗林(1985—),女,四川泸州人,博士,副教授,主要从事隧道、岩土和结构工程方面的研究。E-mail:

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罗林(1985—),女,四川泸州人,博士,副教授,主要从事隧道、岩土和结构工程方面的研究。E-mail:

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罗林(1985—),女,四川泸州人,博士,副教授,主要从事隧道、岩土和结构工程方面的研究。E-mail:

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基于UBPSO算法的隧道围岩力学参数动态反演
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罗林 1 , 李鹏飞 2 , 邢振华 2 , 周倩 1 , 杨虎 3
地下空间与工程学报 | 理论与试验研究 2026,22(2): 437-447
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地下空间与工程学报 | 理论与试验研究 2026, 22(2): 437-447
基于UBPSO算法的隧道围岩力学参数动态反演
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罗林1 , 李鹏飞2, 邢振华2, 周倩1, 杨虎3
作者信息
  • 1.重庆交通大学 土木工程学院,重庆 400074
  • 2.中建三局集团有限公司,武汉 430000
  • 3.中建铁路投资建设集团有限公司,北京 100053
  • 罗林(1985—),女,四川泸州人,博士,副教授,主要从事隧道、岩土和结构工程方面的研究。E-mail:

Dynamic Inversion for the Mechanical Parameters of Tunnel Surrounding Rock Based on UBPSO Algorithm
Lin Luo1 , Pengfei Li2, Zhenhua Xing2, Qian Zhou1, Hu Yang3
Affiliations
  • 1.College of Civil Engineering, Chongqing Jiaotong University, Chongqing 400047, P. R. China
  • 2.China Construction Third Engineering Bureau Group Co., Ltd., Wuhan 430000, P. R. China
  • 3.China State Construction Railway Investment & Engineering Group Co., Ltd., Beijing 100053, P. R. China
出版时间: 2026-04-20 doi: 10.20174/j.JUSE.2026.02.06
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隧道开挖过程中,围岩受扰动而损伤,其岩土参数将发生变化。为准确掌握岩土参数动态变化规律,提出基于边界更新粒子群算法(UBPSO)的隧道围岩力学参数反演方法。针对粒子群算法寻优结果波动性大的问题,提出边界更新粒子群算法。通过动态更新搜索边界上下限、个体历史最优值进行交叉与变异操作和惯性权重自适应更新,实现边界更新粒子群算法高精度、快速寻优。Ackley函数稳定性测试实验可知,相对于传统粒子群算法,边界更新粒子群算法具有寻优速度快、结果精度高、结果波动性小和不易陷入局部最优值等优点。基于边界更新粒子群算法,建立MATLAB-PYTHON-ABAQUS和现场监测数据联合使用的隧道围岩力学参数反分析模型。以铜锣山隧道YK76+470 ~ YK76+502.5区段为例,通过该模型反分析隧道拱顶沉降现场监测数据可知,最终崩坡积土层弹性模量从0.200 GPa下降至0.106 GPa、内摩擦角从14°下降至12.072°、黏聚力从22 kPa下降至19.373 kPa。

隧道工程  /  边界更新粒子群算法  /  岩土参数  /  动态反分析  /  反分析模型

With the excavation of tunnels, the surrounding rock is disturbed and damaged, resulting in changes in its geotechnical parameters. To obtain dynamic variation laws of geotechnical parameters accurately, an inversion method for mechanical parameters of tunnel surrounding rock based on updated boundaries particle swarm optimization (UBPSO) algorithm is proposed. Due to the large fluctuation of optimization results with the particle swarm algorithm, an updated boundaries particle swarm algorithm is proposed. By updating the upper and lower limits of search boundaries dynamically, performing reversal and mutation operations on individual historical optimal values, and updating inertia weights adaptively, the updated boundaries particle swarm algorithm achieves high-precision and fast optimization. The stability test of the Ackley function indicates that compared to the particle swarm optimization algorithm, the updated boundaries particle swarm algorithm has the following advantages, fast optimization speed, high accuracy of results, small fluctuation of outcomes, and less sensitivity to getting stuck in local optima. Based on the updated boundaries particle swarm optimization algorithm, a reverse analysis model for mechanical parameters of tunnel surrounding rock using MATLAB-PYTHON-ABAQUS and on-site monitoring data is established. Taking the YK76+470 to YK76+502.5 section of the Tongluoshan tunnel as an example, the model was used to analyze the on-site monitoring data of the tunnel arch settlement. It was found that the elastic modulus of the colluvial soil layer decreased from 0.200 GPa to 0.106 GPa, the internal friction angle dropped from 14° to 12.072°, and the cohesion value fell from 22 kPa to 19.373 kPa.

tunnel engineering  /  updated boundaries particle swarm optimization algorithm  /  geotechnical parameters  /  dynamic inversion  /  inversion analysis model
罗林, 李鹏飞, 邢振华, 周倩, 杨虎. 基于UBPSO算法的隧道围岩力学参数动态反演. 地下空间与工程学报, 2026 , 22 (2) : 437 -447 . DOI: 10.20174/j.JUSE.2026.02.06
Lin Luo, Pengfei Li, Zhenhua Xing, Qian Zhou, Hu Yang. Dynamic Inversion for the Mechanical Parameters of Tunnel Surrounding Rock Based on UBPSO Algorithm[J]. Chinese Journal of Underground Space and Engineering, 2026 , 22 (2) : 437 -447 . DOI: 10.20174/j.JUSE.2026.02.06
  • 国家自然科学基金(42277183)
2026年第22卷第2期
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doi: 10.20174/j.JUSE.2026.02.06
  • 接收时间:2025-05-22
  • 首发时间:2026-06-17
  • 出版时间:2026-04-20
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  • 收稿日期:2025-05-22
基金
国家自然科学基金(42277183)
作者信息
    1.重庆交通大学 土木工程学院,重庆 400074
    2.中建三局集团有限公司,武汉 430000
    3.中建铁路投资建设集团有限公司,北京 100053
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2种不同金属材料的力学参数

Family
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Number of
genus
种数
Number of
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占总种数比例
Percentage of
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Genus
种数
Number of
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占总种数比例
Percentage of total
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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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