A vulnerability assessment method based on hybrid test with dual uncertainty

PDF(2065 KB)

Journal of Vibration and Shock ›› 2025, Vol. 44 ›› Issue (4) : 105-117.

VIBRATION THEORY AND INTERDISCIPLINARY RESEARCH

A vulnerability assessment method based on hybrid test with dual uncertainty

WANG Tao*1，XIE Jingyi1，MENG Liyan1，LI Meng2，ZHOU Yuchen1，LI Xue2

Author information +

History +

Abstract

To address the issues of accuracy and parameter uncertainty in seismic vulnerability assessment of complex civil engineering structures, this paper proposes a hybrid experimental vulnerability assessment method that considers the dual uncertainty of seismic motion and structural parameters. This method combines Latin hypercube sampling with orthogonal design to select sample pairs of seismic structural model parameters, effectively reducing the number of samples while fully considering dual uncertainty; Using model updating hybrid experiments to obtain structural seismic response data, a structural vulnerability curve considering dual uncertainty is obtained. The effectiveness of the proposed method was verified through hybrid experimental virtual simulation of a 6-story steel frame structure with self resetting friction energy dissipation support. The research results indicate that compared with numerical simulation and square root cubature Kalman filter（SRCKF） online model updating hybrid testing methods, using statistical SRCKF algorithm for model updating can effectively improve the model accuracy of numerical substructures. The root mean square error of virtual hybrid testing results is smaller, and the accuracy of vulnerability assessment is higher; The combination of Latin hypercube sampling and orthogonal design can effectively reduce the number of sample pairs and fully consider the dual uncertainty of seismic motion and structural model parameters; The method proposed in this article can provide an effective means for evaluating the seismic vulnerability of the structure.

Key words

double uncertainty / hybrid test / vulnerability assessment / latin hypercube / orthogonal test

Cite this article

EndNote

Ris (Procite)

Bibtex

Download Citations

WANG Tao1, XIE Jingyi1, MENG Liyan1, LI Meng2, ZHOU Yuchen1, LI Xue2. A vulnerability assessment method based on hybrid test with dual uncertainty[J]. Journal of Vibration and Shock, 2025, 44(4): 105-117

References

[1] 徐强. 既有与改进节点形式的钢框架结构抗震性能评估[D]. 西安建筑科技大学, 2014.
[2] Cornell C A. Engineering seismic risk analysis[J]. Bulletin of the Seismological Society of America, 1968, 58(5): 1583-1606.
[3] ATC. Seismic vulnerability and impact of disruption of lifelines in the conterminous United States. Report ATC-25. Redwood City: Applied Technology Council, 1991, 1-124.
[4] 吴凤波, 姚新桂, 周豪杰, 等. 轻钢房屋整体风致易损性分析[J]. 振动与冲击, 2024, 43(09): 84-93.
WU Fengbo, YAO Xingui, ZHOU Haojie. Analysis of overall wind-induced vulnerability of light steel houses[J]. Journal of Vibration and Shock, 2024, 43(09): 84-93.
[5] 孙晓静, 杨锋, 张海涛. 基于IDA的全钢管混凝土框架结构地震易损性研究[J]. 结构工程师, 2021, 37(1): 75-81.
SUN Xiaojing, YANG Feng, ZHANG Haitao. Research on seismic vulnerability of all steel tube concrete frame structures based on IDA[J]. Structural Engineers, 2021, 37(1): 75-81.
[6] 胡志坚, 闫明辉, 周知, 等. 预制拼装桥墩地震易损性分析[J]. 土木工程学报, 2022, 55(1): 89-99+108.
HU Zhijian, YAN Minghui, ZHOU Zhi, et al. Seismic vulnerability analysis of prefabricated bridge piers[J]. China Civil Engineering Journal, 2022, 55(1): 89-99+108.
[7] 周强, 余天昀, 陈东, 等. 基于IDA的西藏典型单层砌体结构地震易损性研究[J]. 自然灾害学报, 2022, 31(3): 124-131.
ZHOU Qiang, YU Tianyun, CHEN Dong, et al. Research on seismic vulnerability of typical single storey masonry structures in Xizang based on IDA[J]. Journal of Natural Disasters, 2022, 31(3): 124-131.
[8] 郑力畅, 齐行军, 庄建, 许国山, 等. 新型抗震支吊架振动台试验研究[J]. 世界地震工程, 2022, 38(2): 80-88.
ZHENG Lichang, QI Xingjun, ZHUANG Jian, et al. Experimental study on a new type of seismic support and hanger using a vibration table[J]. World Earthquake Engineering, 2022, 38(2): 80-88.
[9] 尚庆学, 韩镝, 孙国良, 等. 基于振动台试验的通信机柜地震易损性分析[J]. 哈尔滨工业大学学报, 2022, 54(5): 57-63.
SHANG Qingxue, HAN Di, SUN Guoliang, et al.Seismic vulnerability analysis of communication cabinet based on vibration table test[J]. Journal of Harbin Institute of Technology, 2022, 54(5): 57-63.
[10] Kammula V, Erochko J, Kwon O S, et al. Application of hybrid‐simulation to fragility assessment of the telescoping self‐centering energy dissipative bracing system[J]. Earthquake Engineering & Structural Dynamics, 2014, 43(6): 811-830.
[11] 王涛, 刘媛, 潘毅, 等. 基于改进粒子滤波算法的Bouc-Wen模型参数在线识别方法[J]. 重庆大学学报, 2021, 44(5): 38-49.
WANG Tao, LIU Yuan, PAN Yi, et al. An-online identification method for Bouc-Wen model parameters based on improved particle filter algorithm[J]. Journal of Chongqing University, 2021, 44(5): 38-49.
[12] Zhong W P,Chen Z X. Model updating method for hybrid simulation based on global sensitivity analysis[J]. Earthquake Engineering and Structural Dynamics, 2021, 45(12): 1-22.
[13] 郭玉荣, 刘兆民. 基于对照经验公式的构件本构模型离线更新混合试验方法[J]. 铁道科学与工程学报, 2021, 18(6): 1537-1545.
GUO Yurong, LIU Zhaomin. A hybrid experimental method for offline updating of component constitutive models based on comparative empirical formulas[J]. Journal of Railway Science and Engineering, 2021, 18(6): 1537-1545.
[14] 郭玉荣, 叶哲谦. 基于钢筋混凝土足尺柱拟静力试验的离线模型更新混合试验方法[J]. 世界地震工程, 2022, 38(3): 70-77.
GUO Yurong, YE Zheqian. Offline model updating hybrid test method based on pseudo static test of reinforced concrete full scale columns[J]. World Earthquake Engineering, 2022, 38(3): 70-77.
[15] 王涛, 李勐, 孟丽岩等. 自复位摩擦耗能支撑结构多尺度模型更新数值混合模拟方法[J]. 振动与冲击, 2022, 41(17): 25-34+62.
WANG Tao, LI Meng, MENG Liyan, et al. Numerical hybrid simulation method for updating multi-scale models of self resetting friction energy dissipation support structures[J]. Journal of Vibration and Shock, 2022, 41(17): 25-34+62.
[16] 陈再现, 钟炜彭, 李秦鸣. 基于均匀设计的模型更新混合模拟试验方法[J]. 振动与冲击, 2020, 39(21): 9-16.
CHEN Zaixian, ZHONG Weipeng, LI Qinming. Model updating hybird simulation method based on uniform design[J]. Journal of Vibration and Shock, 2020, 39(21): 9-16
[17] 李孟达. 框架—剪力墙结构地震易损性分析与抗震性能评估[D]. 中国地震局工程力学研究所, 2017.
[18] 柴光旭. RC框架结构易损性若干问题及抗震性能研究[D]. 中国地震局工程力学研究所, 2020.
[19] 张令心, 李孟达, 刘洁平等. 考虑结构不确定性的框剪结构地震易损性分析[J]. 自然灾害学报, 2018, 27(04): 112-118.
ZHANG Lingxin, LI Mengda, LIU Jieping, et al. Seismic vulnerability analysis of frame shear structures considering structural uncertainty[J]. Journal of Natural Disasters, 2018, 27(04): 112-118.
[20] GaoX S, Chen C, Peng C, et al. Integrating real-time hybird simulation with multi-fidelity Monte Carlo predictor for seismic fragility assessment[J]. Earthquake Engineering and Structural Dynamics, 2023, 52(15): 5185-5205.
[21] 李勐. 自复位摩擦耗能支撑结构多尺度模型更新混合试验方法[D]. 黑龙江科技大学, 2023.
[22] 杨静怡. 钢框架双参数地震损伤模型及其在地震易损性中的应用研究[D].华南理工大学, 2022.
[23] 建筑抗震设计规范：GB50011-2001[S]. 北京：中国建筑工业出版社，2001.
[24] 王涛, 李勐, 孟丽岩, 等. 统计容积卡尔曼滤波器的混合试验模型更新方法[J]. 振动与冲击, 2022, 41(11): 72-82+155.
WANG Tao, LI Meng, MENG Liyan, et al. A Hybrid experimental model updating method for statistical volume Kalman filter[J]. Journal of Vibration and Shock, 2022, 41(11): 72-82+155.
[25] Van der Merwe R, Wan E A. The square-root unscented Kalman filter for state and parameter estimation[C]. IEEE International Conference on ICASSP，2001: 3461－3464．
[26] 王涛, 谢婧怡, 孟丽岩等. 基于平方根容积卡尔曼滤波器的非线性模型参数识别[J]. 黑龙江科技大学学报, 2023, 33(01): 109-115.
WANG Tao, XIE Jingyi, MENG Liyan, et al. Nonlinear model parameter identification based on square root volume Kalman filter[J]. Journal of Heilongjiang University of Science and Technology, 2023, 33(01): 109-115.
[27] Zhu T J, Heidebrecht A C, Tso W K. Effect of peak ground acceleration to velocity ratio on ductility demand of inelastic systems[J]. Earthquake Engineering & Structural Dynamics, 1988; 16: 63-79.
[28] Associate committee on national building code, national building code of Canada 1985, NRCC No.23174, National Research Council Ottawa, 1985.
[29] Zhang H M, Quan L M, Lu X l. Modified flag-shaped model for self-centering system and its equivalent linearization and structural optimization for stochastic excitation［J］. Engineering Structures, 2020, 215: 110420
[30] 王涛,李勐,孟丽岩等. 自复位摩擦耗能支撑模型参数的识别[J]. 黑龙江科技大学学报, 2021, 31(05): 598-604.
WANG Tao, LI Meng, MENG Liyan, et al. Identification of parameters for self resetting friction energy dissipation support model[J]. Journal of Heilongjiang University of Science and Technology, 2021, 31(05): 598-604.
[31] 严林飞. 半刚性节点钢框架的地震易损性分析[D]. 东南大学, 2016.
[32] 王晓璐, 刘威威, 陈昌宁, 等. 基于正交试验的混合翼无人机旋翼位置优化[J/OL]. 航空工程进展, 2023, 17(09): 1-12.
WANG Xiaolu, LIU Weiwei, CHEN Changning, et al. Optimization of rotor position for hybrid wing unmanned aerial vehicles based on orthogonal experiments[J/OL]. Advances in Aeronautical Science and Engineering, 2023, 17(09): 1-12.
[33] GB 50011-2010 建筑抗震设计规范[S].北京:中国建筑工业出版社，2010(GB 50011-2010 Code forseismic design of buildings [S]. Beijing: China Architecture & Building Press, 2010(in Chinese)