Post-earthquake damage assessment for RC columns using crack image complexity measures

被引:21
|
作者
Jamshidian, Sara [1 ]
Hamidia, Mohammadjavad [1 ]
机构
[1] Shahid Beheshti Univ, Fac Civil Water & Environm Engn, Tehran, Iran
关键词
Succolarity dimension; Lacunarity dimension; Fractal dimension; Reinforced concrete columns; Surface crack patterns; Seismic peak interstory drift ratio; Data-driven; SHEAR WALLS; DRIFT RATIO; LACUNARITY; STIFFNESS; STRENGTH; SUCCOLARITY; BUILDINGS; RETRIEVAL; DEMANDS;
D O I
10.1007/s10518-023-01745-4
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
The seismic peak interstory drift ratio (IDR) of RC columns following an earthquake is measured in this paper through surface crack image analysis. The succolarity, lacunarity and fractal dimensions of the crack patterns for damaged RC columns are considered as the quantitative representatives of the complexity and irregularity of the crack images. An extensive databank of 445 crack maps from cyclic experiments on 110 rectangular reinforced concrete column specimens with double-curvature deformation mode is collected and utilized for the development and validation of the proposed procedure. The research databank covers a broad series of structural and geometric characteristics. Eight predictive closed-form equations are derived aiming at estimating the experienced peak IDR experienced by the RC columns during a seismic event using the accessible structural data from the damaged column. Results reveal that succolarity dimension is a strong vision-based indicator of damage in RC columns. Finally, the methodology is demonstrated through a practical application for a real damaged column in 2017, M 7.3, Kermanshah earthquake.
引用
收藏
页码:6029 / 6063
页数:35
相关论文
共 50 条
  • [31] Post-earthquake stiffness loss estimation for reinforced concrete columns using fractal analysis of crack patterns
    Hamidia, Mohammadjavad
    Afzali, Mobinasadat
    Jamshidian, Sara
    Safi, Mohammad
    STRUCTURAL CONCRETE, 2023, 24 (03) : 3933 - 3951
  • [32] Rapid post-earthquake damage evaluation of RC shear walls in resilient community
    Samavi, Amirhossein
    Khodarahmi, Shadi
    Hamidia, Mohammadjavad
    SUSTAINABLE AND RESILIENT INFRASTRUCTURE, 2025,
  • [33] Automated Damage Index Estimation of Reinforced Concrete Columns for Post-Earthquake Evaluations
    Paal, Stephanie G.
    Jeon, Jong-Su
    Brilakis, Ioannis
    DesRoches, Reginald
    JOURNAL OF STRUCTURAL ENGINEERING, 2015, 141 (09)
  • [34] POST-EARTHQUAKE DAMAGE ASSESSMENT OF MOMENT RESISTING STEEL FRAMES
    Bernuzzi, Claudio
    Rodigari, Davide
    Simoncelli, Marco
    INGEGNERIA SISMICA, 2019, 36 (04): : 34 - 56
  • [35] Post-earthquake damage assessment of moment resisting steel frames
    Bernuzzi, Claudio
    Rodigari, Davide
    Simoncelli, Marco
    Ingegneria Sismica, 2019, 36 (04): : 35 - 55
  • [36] MEMS-based sensors for post-earthquake damage assessment
    Pozzi, M.
    Zonta, D.
    Trapani, D.
    Athanasopoulos, N.
    Amditis, A. J.
    Bimpas, M.
    Garetsos, A.
    Stratakos, Y. E.
    Ulieru, D.
    9TH INTERNATIONAL CONFERENCE ON DAMAGE ASSESSMENT OF STRUCTURES (DAMAS 2011), 2011, 305
  • [37] Post-earthquake road damage assessment using region-based algorithms from high resolution satellite image
    Haghighattalab, A.
    Mohammadzadeh, A.
    Zoej, Valadan M. J.
    Taleai, M.
    IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XVI, 2010, 7830
  • [38] Intelligent Damage Assessment for Post-Earthquake Buildings Using Computer Vision and Augmented Reality
    Liu, Zhansheng
    Xue, Jie
    Wang, Naiqiang
    Bai, Wenyan
    Mo, Yanchi
    SUSTAINABILITY, 2023, 15 (06)
  • [39] Building Earthquake Damage Information Extraction from a Single Post-Earthquake PolSAR Image
    Zhai, Wei
    Shen, Huanfeng
    Huang, Chunlin
    Pei, Wansheng
    REMOTE SENSING, 2016, 8 (03)
  • [40] Post-earthquake damage assessed nondestructively
    Delgado, M
    Heald, SR
    MATERIALS EVALUATION, 1996, 54 (08) : 879 - +