A real-time approach to structural seismic response analysis

被引:0
|
作者
Sui, Yi [1 ]
机构
[1] Dalian Jiaotong Univ, Sch Civil Engn, Dalian 116028, Peoples R China
关键词
Proper generalized decomposition; PGD; Solid dynamic; Seismic analysis; Real-time simulation; MODEL-REDUCTION; DYNAMICS; SOLVERS; DESIGN; FAMILY;
D O I
10.1016/j.soildyn.2023.108226
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
This paper presents a real-time seismic response analysis method based on the Proper Orthogonal Decomposition (POD) and Proper Generalized Decomposition (PGD) theories. Initially, the damping matrix and ground motion load are incorporated using the parametric form of the solid dynamic equation. By leveraging the POD method, the computational challenge arising from the high number of parameters in the equation (one parameter for each degree of freedom of the entire model) is overcome, enabling the calculation of complex computational models. Subsequently, the proposed method's effectiveness, stability, and accuracy are demonstrated through the analysis of various seismic waves characterized by different magnitudes, durations, and frequencies. Furthermore, the method successfully achieves real-time response feedback of the structure to arbitrary seismic waves. Importantly, this approach exhibits significant potential for engineering applications.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Real-time seismic structural response prediction system based on support vector machine
    Lin, Kuang Yi
    Lin, Tzu Kang
    Lin, Yo
    EARTHQUAKES AND STRUCTURES, 2020, 18 (02) : 163 - 170
  • [2] Response time analysis of systems with real-time and non real-time processing
    Prisching, D
    Rinner, B
    7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL II, PROCEEDINGS: COMPUTER SCIENCE AND ENGINEERING, 2003, : 124 - 129
  • [3] A real-time structural seismic response prediction framework based on transfer learning and unsupervised learning
    Pak, Hongrak
    Paal, Stephanie German
    ENGINEERING STRUCTURES, 2025, 323
  • [4] Toward Real-Time Seismic Feature Analysis for Bright Spot Detection: A Distributed Approach
    Rizk, Yara
    Partamian, Hmayag
    Awad, Mariette
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 11 (01) : 322 - 331
  • [5] A Statistical Approach to Response-Time Analysis of Complex Embedded Real-Time Systems
    Lu, Yue
    Nolte, Thomas
    Kraft, Johan
    Norstrom, Christer
    16TH IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND REAL-TIME COMPUTING SYSTEMS AND APPLICATIONS (RTCSA 2010), 2010, : 153 - 160
  • [6] A real-time multi-node structural response prediction and rapid seismic resilience assessment method
    Zhou, Ying
    Meng, Shiqiao
    Xu, Haoran
    Chen, Jianbing
    Wu, Hao
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2025, 258
  • [7] Delay Analysis of Structural Real-Time Workload
    Guan, Nan
    Tang, Yue
    Wang, Yang
    Yi, Wang
    2015 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2015, : 223 - 228
  • [8] Response Time Analysis of Asynchronous Real-Time Systems
    Guillem Bernat
    Real-Time Systems, 2003, 25 : 131 - 156
  • [9] Response time analysis of asynchronous real-time systems
    Bernat, G
    REAL-TIME SYSTEMS, 2003, 25 (2-3) : 131 - 156
  • [10] Research on real-time prediction algorithm of seismic time history response of building structures
    Meng S.
    Zhou Y.
    Zhang X.
    Lu Y.
    Jianzhu Jiegou Xuebao/Journal of Building Structures, 2022, 43 : 334 - 344