Computational parameter identification of strongest influence on the shear resistance of reinforced concrete beams by fiber reinforcement polymer

被引:33
作者
Cao, Yan [1 ]
Fan, Qingming [1 ]
Azar, Sadaf Mahmoudi [2 ]
Alyousef, Rayed [3 ]
Yousif, Salim T. [4 ]
Wakil, Karzan [5 ,6 ]
Jermsittiparsert, Kittisak [7 ,8 ]
Lanh Si Ho [9 ]
Alabduljabbar, Hisham [3 ]
Alaskar, Abdulaziz [10 ]
机构
[1] Xian Technol Univ, Sch Mechatron Engn, Xian 710021, Peoples R China
[2] Univ Malaya, Dept Civil Engn, Kuala Lumpur 50603, Malaysia
[3] Prince Sattam Bin Abdulaziz Univ, Coll Engn, Dept Civil Engn, Al Kharj 11942, Saudi Arabia
[4] Al Qalam Univ Coll, Dept Civil Engn, Kirkuk, Iraq
[5] Sulaimani Polytech Univ, Res Ctr, Sulaimani 46001, Kurdistan Regio, Iraq
[6] Univ Halabja, Coll Sci, Dept Comp, Halabja 46018, Kurdistan Regio, Iraq
[7] Ton Duc Thang Univ, Dept Management Sci & Technol Dev, Ho Chi Minh City, Vietnam
[8] Ton Duc Thang Univ, Fac Social Sci & Humanities, Ho Chi Minh City, Vietnam
[9] Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
[10] King Saud Univ, Coll Engn, Dept Civil Engn, Riyadh 11362, Saudi Arabia
关键词
FRP: reinforcedconcrete; Shear resistance; Selection procedure; ANFIS; AXIAL COMPRESSIVE BEHAVIOR; TO-COLUMN CONNECTIONS; SENSITIVITY-ANALYSIS; WIND TURBINE; FRP BARS; STRENGTH; PERFORMANCE; PREDICTION; CHANNEL; FAILURE;
D O I
10.1016/j.istruc.2020.05.031
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Bars made of fiber reinforcement polymer (FRP) are in common usage for concrete reinforcing instead of steel reinforcing since steel could be affected by corrosion. The concrete beams reinforced by FRP bars have been studied mostly in longitudinal direction without shear reinforcement. The primary objective of this investigation was to design and advance an algorithm for selection procedure of the parameters influence on prediction of shear resistance of reinforced concrete beams by FRP. Six input parameters were used which represent geometric and mechanical properties of the bars as well as shear features. These parameters are: web width, tensile re-inforcement depth, ratio of shear and depth, concrete compressive strength, ratio of FRP reinforcement, FRP modulus of elasticity and beam shear resistance. The searching algorithm is based on combination of artificial neural network and fuzzy logic principle or adaptive neuro fuzzy inference system (ANFIS). Based on the ob-tained results ratio of shear and depth has the strongest influence on the prediction of shear resistance of re-inforced concrete beams by FRP. Moreover, combination of tensile reinforcement depth and ratio of shear and depth is the most influential combination of two parameters on the prediction of shear resistance of reinforced concrete beams by FRP. Finally, combination of tensile reinforcement depth, ratio of shear and depth and FRP modulus of elasticity is the most influential combination of three parameters on the prediction of shear re-sistance of reinforced concrete beams by FRP.
引用
收藏
页码:118 / 127
页数:10
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