Research on the Corrosion Detection of Rebar in Reinforced Concrete Based on SMFL Technology

被引:0
|
作者
Tian, Hongsong [1 ]
Kong, Yujiang [1 ]
Liu, Bin [1 ]
Ouyang, Bin [1 ]
He, Zhenfeng [2 ,3 ]
Liao, Leng [2 ,3 ]
机构
[1] Guizhou Bridge Construction Grp Co Ltd, Guiyang 550001, Peoples R China
[2] Chongqing Jiaotong Univ, State Key Lab Mt Bridge & Tunnel Engn, Chongqing 400074, Peoples R China
[3] Chongqing Jiaotong Univ, Sch Civil Engn, Chongqing 400074, Peoples R China
基金
中国国家自然科学基金;
关键词
rebar corrosion; reinforced concrete; SMFL technology; influence factors; prediction model; XGBoost; STRENGTH; XGBOOST; MODEL;
D O I
10.3390/ma17143421
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The corrosion damage of rebars is a leading cause of structural failure in reinforced concrete structures. Timely detection and evaluation of corrosion damage are crucial for ensuring structural safety. The self-magnetic flux leakage (SMFL) technology is often used due to its unique advantages in detecting corrosion damage of rebars. However, challenges persist in theoretically characterizing corrosion damage and exploring influencing factors. Therefore, the magnetic dipole theory model coupled with multiple-shaped defects is proposed and the influence of corrosion expansion force on the detection of corrosion damage is analyzed. The results show that the standard deviation of the magnetic field intensity induced by corrosion varied by up to 833%, while that induced by corrosion expansion force did not exceed 10%. So the changes in the SMFL field induced by corrosion damage play the dominant role and the influence of corrosion expansion force can be ignored. In addition, corrosion damage experiments on reinforced concrete based on the SMFL technology were conducted. The results indicate that the SFML curves of rebars change monotonically with the increasing corrosion degree. Significant variations in the curves correspond well with the locations of severe corrosion on the rebars. There is a positive relationship between the proposed magnetic parameters and the corrosion degree of the rebars. Furthermore, a corrosion damage evaluation model considering multiple parameters is developed to predict the corrosion degree of rebars. The prediction results demonstrate high accuracy, with an average absolute error of only 8.33%, which is within 10%.
引用
收藏
页数:22
相关论文
共 50 条
  • [41] Shear fatigue mechanism of reinforced concrete beams with cracks due to rebar corrosion
    Yamada, Y.
    Iwanami, M.
    Chijiwa, N.
    LIFE-CYCLE OF STRUCTURAL SYSTEMS: DESIGN, ASSESSMENT, MAINTENANCE AND MANAGEMENT, 2015, : 1491 - 1499
  • [42] RBF-Slip behaviour of reinforced concrete elements subjected to corrosion of rebar
    Sahare, Sheetal
    Karkare, Bilavari
    CASE STUDIES IN CONSTRUCTION MATERIALS, 2020, 13 (13)
  • [43] Rebar Corrosion Rate Estimation of Reinforced Concrete Components Exposed to Marine Environment
    Wu, Q. L.
    Yu, H. F.
    STRENGTH OF MATERIALS, 2019, 51 (04) : 653 - 659
  • [44] Progress on design and residual life calculation with regard to rebar corrosion of reinforced concrete
    Andrade, C
    Alonso, C
    TECHNIQUES TO ASSESS THE CORROSION ACTIVITY OF STEEL REINFORCED CONCRETE STRUCTURES, 1996, 1276 : 23 - 40
  • [45] Rebar Corrosion Rate Estimation of Reinforced Concrete Components Exposed to Marine Environment
    Q. L. Wu
    H. F. Yu
    Strength of Materials, 2019, 51 : 653 - 659
  • [46] Effect of Corrosion on Bond Behavior of Rebar Embedded in Steel Fiber Reinforced Concrete
    Zhou B.
    Hou L.
    Guo S.
    Chen D.
    Ouyang F.
    Jianzhu Cailiao Xuebao/Journal of Building Materials, 2019, 22 (04): : 545 - 552
  • [47] Minimizing the negative impacts of rebar stored in the Persian Gulf on reinforced concrete corrosion
    Khoshroo, Moein
    Ghoddousi, Parviz
    CONSTRUCTION AND BUILDING MATERIALS, 2023, 363
  • [48] Cover cracking of reinforced concrete due to rebar corrosion induced by chloride penetration
    Guzman, Santiago
    Galvez, Jaime C.
    Sancho, Jose M.
    CEMENT AND CONCRETE RESEARCH, 2011, 41 (08) : 893 - 902
  • [49] Damage detection in rebar-reinforced concrete beams based on time reversal of guided waves
    Mustapha, Samir
    Lu, Ye
    Li, Jianchun
    Ye, Lin
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2014, 13 (04): : 347 - 358
  • [50] Research Progress in Corrosion Behavior and Anti-Corrosion Methods of Steel Rebar in Concrete
    Wang, Qiuyue
    Wang, Zilong
    Li, Chengtao
    Qiao, Xinglong
    Guan, Hao
    Zhou, Zhou
    Song, Dan
    METALS, 2024, 14 (08)