Damage evaluation of concrete beams using forced vibration testing and machine learning

被引:0
|
作者
Fujisaku, Yusuke [1 ]
Naito, Hideki [1 ]
Japan, Sendai [2 ]
Inaba, Kohko [2 ]
机构
[1] Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Japan
[2] Railway Technical Research Institute, Tokyo, Japan
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Automated inspection systems - Concrete beam - Condition - Cost of maintenance - Damage evaluation - Forced vibration testing - Local vibrations - Machine-learning - Reinforced concrete beams - Vibration testing
引用
收藏
页码:1213 / 1219
相关论文
共 50 条
  • [11] Damage assessment in concrete beams using non-linear analysis of vibration measurements
    Neild, SA
    McFadden, PD
    Williams, MS
    DAMAGE ASSESSMENT OF STRUCTURES, PROCEEDINGS, 2003, 245-2 : 557 - 564
  • [12] Harmonic vibration testing for damage detection and localization in concrete
    Bao, Yanqing
    Mahadevan, Sankaran
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2019, 18 (5-6): : 1820 - 1835
  • [13] Machine learning-based evaluation of the damage caused by cracks on concrete structures
    Mir, B. A.
    Sasaki, T.
    Nakao, K.
    Nagae, K.
    Nakada, K.
    Mitani, M.
    Tsukada, T.
    Osada, N.
    Terabayashi, K.
    Jindai, M.
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2022, 76 : 314 - 327
  • [14] Evaluation of damage in reinforced concrete bridge beams using acoustic emission technique
    Sagar, R. Vidya
    Prasad, B. K. Raghu
    Sharma, Reema
    NONDESTRUCTIVE TESTING AND EVALUATION, 2012, 27 (02) : 95 - 108
  • [15] Machine Learning-Based Evaluation of Shear Capacity of Recycled Aggregate Concrete Beams
    Yu, Yong
    Zhao, Xinyu
    Xu, Jinjun
    Chen, Cheng
    Deresa, Simret Tesfaye
    Zhang, Jintuan
    MATERIALS, 2020, 13 (20) : 1 - 32
  • [16] Machine Learning for Shear Strength of Reinforced Concrete Beams
    Castillo, Rodrigo
    Okumus, Pinar
    Khorasani, Negar Elhami
    Chandola, Varun
    ACI STRUCTURAL JOURNAL, 2022, 119 (05) : 83 - 94
  • [17] Vibration-Based Damage Evaluation of a Reinforced Concrete Frame Subjected to Cyclic Pushover Testing
    Gunes, Burcu
    Gunes, Oguz
    SHOCK AND VIBRATION, 2021, 2021
  • [18] Studies on damage and FRP strengthening of reinforced concrete beams by vibration monitoring
    Baghiee, Neda
    Esfahani, M. Reza
    Moslem, Kazem
    ENGINEERING STRUCTURES, 2009, 31 (04) : 875 - 893
  • [19] Assessment of damage evolution of concrete beams strengthened with BFRP sheets with acoustic emission and unsupervised machine learning
    Liu, Ke
    Wulan, Tuoya
    Yao, Yadong
    Bian, Miao
    Bao, Yi
    ENGINEERING STRUCTURES, 2024, 300
  • [20] Bridge assessment using forced-vibration testing
    Univ of Plymouth, Devon, United Kingdom
    J Struct Eng, 2 (161-173):