پیوندهای مفید
آمار
| تعداد نشریات | 22 |
| تعداد شمارهها | 708 |
| تعداد مقالات | 10,204 |
| تعداد مشاهده مقاله | 71,617,072 |
| تعداد دریافت فایل اصل مقاله | 63,421,372 |
Stepwise Regression for Shear Capacity Assessment of Steel Fiber Reinforced Concrete Beams | ||
| Journal of Rehabilitation in Civil Engineering | ||
| مقاله 11، دوره 7، شماره 2 - شماره پیاپی 14، مرداد 2019، صفحه 152-163 اصل مقاله (1.01 M) | ||
| نوع مقاله: Regular Paper | ||
| شناسه دیجیتال (DOI): 10.22075/jrce.2018.1521.1244 | ||
| نویسندگان | ||
| Yasser Sharifi* 1؛ Adel Moghbeli2 | ||
| 1Vali-e-Asr University of Rafsanjan, Rafsanajn, Iran | ||
| 2Department of Civil Engineering Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran | ||
| تاریخ دریافت: 23 آذر 1396، تاریخ بازنگری: 07 خرداد 1397، تاریخ پذیرش: 21 خرداد 1397 | ||
| چکیده | ||
| Inclusion of steel fibers to concrete progresses the flexural and tensile capacities of concrete. Consequently the shear capacity of concrete flexural members improve. Predicting the shear capacity of concrete beams containing steel fiber is an important issue not only in structural design but also to retrofitting of existing structures. Since there are several variables to assess the shear capacity of steel fiber reinforced concrete (SFRC) beams, presenting a suitable equation is a complicated task. The aim of the present paper is to evaluate an empirical formulae based stepwise regression (SR) method for shear capacity of SFRC beams. A series of reliable experimental data has been provided from literatures for model development. The obtained results based SR model were compared with experimental data in training and testing state. A practical formulae based SR method has been developed for shear capacity assessment of SFRC beams. Besides, several equations based models also presented to compare with the equation based SR model. The comparison showed the SR formulae gives the most exact accuracy than others in terms of shear capacity assessment of SFRC beams. | ||
| کلیدواژهها | ||
| Stepwise Regression (SR)؛ Shear Strength؛ Fiber Reinforced Concrete | ||
| مراجع | ||
|
[1] Tan KH, Murugappan K, Paramasivam P. (1992), “Shear behavior of steel fiber reinforced concrete beams.” ACI Struct J, Vol. 89, Issue 6, pp. 3–11. [2] Al-Ta’an, S. A., Al-Feel, J. R. (1990). “Evaluation of shear strength of fibre-reinforced concrete beams.” Cem Concr Compos, Vol. 12, Issue 2, pp. 87–94. [3] Lim, T. Y., Paramasivam, P., Lee, S. L. (1987). “Shear and moment capacity of reinforced steel-fiber-concrete beams.” Mag Conc Res, Vol. 39, Issue 140, pp. 148–160. [4] Naderpour, H., Alavi, S. A. (2017). “A proposed model to estimate shear contribution of FRP in strengthened RC beams in terms of Adaptive Neuro-Fuzzy Inference System.” Composite Structures, Vol. 170, pp. 215-227. [5] Ilkhani, M., Moradi, E., Lavasani, M. (2017). “Calculation of Torsion Capacity of the Reinforced Concrete Beams Using Artificial Neural Network.” Soft Computing in Civil Engineering, Vol. 1, Issue 2, pp. 8-18. [6] Hosseini, G. (2017). “Capacity Prediction of RC Beams Strengthened with FRP by Artificial Neural Networks Based on Genetic Algorithm.” Soft Computing in Civil Engineering, Vol. 1, Issue 1, pp. 93-98. [7] Mansur, M. A., Ong, K. C. G., Paramasivam, P. (1986). “Shear strength of fibrous concrete beams without stirrups.” J Struct Eng ASCE, Vol. 112, Issue 9, pp. 2066–2079. [8] Naderpour, H., Noormohammadi, E., Fakharian, P. (2017). “Prediction of Punching Shear Capacity of RC Slabs using Support Vector Machine.” Concrete Research, Vol. 10, Issue 2, pp. 95-107. [9] Naderpour, H., Fakharian, P. (2017). “Predicting the Torsional Strength of Reinforced Concrete Beams Strengthened with FRP Sheets in terms of Artificial Neural Networks.” Journal of Structural and Construction Engineering, doi: 10.22065/jsce.2017.70668.1023 [10] Ashour, S. A., Hasanain, G. S., Wafa, F. F. (1992). “Shear behavior of high strength fiber reinforced concrete beams.” ACI Struct J, Vol. 89, Issue 2, pp. 176–184. [11] Balazs, G. L., Kovacs, I. (2000). “Flexural behaviour of RC and PC beams with steel fibre.” In: Proceedings of the international workshop on structural application of steel fibre reinforced concrete, Politecncio of Milan, pp 85–92. [12] Furlan, S., De Hanai, J. B. (1997). “Shear behaviour of fiber reinforced concrete beams.’ Cem Concr Compos, Vol. 19, Issue 4, pp. 359–366. [13] Dinh, H. H., Parra-Montesinos, G. J., Wight, J. K. (2010). ‘Shear behavior of steel fiber reinforced concrete beams without stirrup reinforcement.” ACI Struct J, Vol. 107, Issue 5, pp. 597–606. [14] Shin, S. W., Oh, J., Ghosh, S. K. (1994). “Shear behavior of laboratory sized high-strength concrete beams reinforced with bars and steel fibers, fiber reinforced concrete developments and innovations, SP 142. American Concrete Institute, Farmington Hills, pp 181–200. [15] Khuntia, M., Stojadinovic, B., Goel, S. C. (1999). “Shear strength of normal and high strength fiber reinforced concrete beams without stirrups.” ACI Struct J, Vol. 96, Issue 2, pp. 282–289. [16] Greenough, T., Nehdi, M. (2008). “Shear behavior of fiber-reinforced self-consolidating concrete slender beams.” ACI Mater J, Vol. 105, Issue 5, pp. 468–477. [17] Imam, M., Vandewalle, L., Mortelmans, F. (1994). “Shear capacity of steel fibre concrete beams.” In: Proceedings of ACI international conference on high-performance-concrete, Singapore, ACISP-149, pp. 227–243. [18] Adebar, P., Mindess, S., St. Pierre, D., Olund, B. (1997). “Shear tests of fiber concrete beams without stirrups.” ACI Struct J, Vol. 94, Issue 1, pp. 68–76. [19] Kwak, Y. K., Eberhard, M. O., Kim, W. S., Kim, J. (2002). “Shear strength of steel-fibre-reinforced-concrete beams without stirrups.” ACI Struct J, Vol. 99, Issue 4, pp. 530–538. [20] Batson, G., Jenkins, E., Spatney, R. (1972). “Steel fibers as shear reinforcement in beams.” ACI J Proc, Vol. 69, Issue 10, pp. 640–4. [21] Cucchiara, C., Mendola, L. L., Papia, M. (2004). “Effectiveness of stirrups and steel fibers as shear reinforcement.” Cem Concr Comp, Vol. 26, pp. 777–786. [22] Adhikary, B. B., Mutsuyoshi, H. (2006). “Prediction of shear strength of steel fiber RC beams using neural networks.” Constr Build Mater, Vol. 20, Issue 2, pp. 801–811. [23] Cho, S., Kim, Y. (2003). “Effects of steel fibers on short beams loaded in shear.” ACI Struct J, Vol. 100, Issue 6, pp. 765–74. [24] Sharma, A. K. (1986). “Shear strength of steel-fibre-reinforced-concrete beams.” ACI Struct J, Vol. 83, Issue 4, pp. 624–628. [25] Rosenbusch, J., Teutsch, M. (2003). “Shear design with ( - ) method. In: Proceedings of the international RILEM workshop on test and design methods for steel fiber reinforced concrete.” Bochum: RILEM Publications SARL; pp. 105–17. [26] Hockenberry, T. and Lopez, M. M. (2012). “Performance of fiber reinforced concrete beams with and without stirrups.” J Civil, Environmental and Architectural Engineering, Vol. 4, Issue 1, pp. 1–11. [27] Hwang, J., Lee, D., Kim, K., Ju, H., Seo, S. (2013). “Evaluation of shear performance of steel fibre reinforced concrete beams using a modified smeared-truss model.” Magazine of Concrete Research, Vol. 65, Issue 5, pp. 283–296. [28] Fatih, K. I. (2013). “Empirical modeling of shear strength of steel fiber reinforcedconcrete beams by gene expression programming.” Neural Comput & Applic, Vol. 23, pp. 823–834. [29] Gandomi, A. H., Alavi, A. H., Yun, G. J. (2011). “Nonlinear modeling of shear strength of SFRC beams using linear genetic programming.” Structural Engineering and Mechanics, Vol. 38, Issue 1, pp. 1–25. [30] Swamy, R. N., Jones, R., Chiam, A. T. P. (1993). “Influence of steel fibers on the shear resistance of lightweight concrete I-beams.” ACI Struct J, Vol. 90, Issue 1, pp. 103–114. [31] Campione, G., La Mendola, L., Papia, M. (2006). “Shear strength of steel fiber reinforced concrete beams with stirrups.’ Struct Eng Mech, Vol. 24, Issue 1, pp. 107–136. [32] Nguyen-Minh, L., Marian, R. (2010). “New formula for the estimation of shear resistance of fibre reinforced beams.’ Can J Civ Eng, Vol. 38, pp. 23–35. [33] Slater, E., Moni, M., Alam, M. S. (2011). “Predicting the shear strength of steel fiber reinforced concrete beams.” Constr Build Mater. doi: 10.1016/j.conbuildmat.2011.06.042 [34] ACI Committee 544.4R-88 (1988). “Design considerations for steel fiber reinforced concrete.” American Concrete Inst, pp. 1–18 (reapproved in 1999). [35] Cybenko, J. (1989). “Approximations by super positions of a sigmoidal function.” Math Control Signal Syst, Vol. 2, pp. 303–314. [36] Marquardt, D. (1963). “An algorithm for least squares estimation of non-linear parameters.” J Soc Ind Appl Math, Vol. 11, pp. 431–41. [37] Hagan, M. T., Menhaj, M. B. (1994). “Training feed forward networks with the Marquardt algorithm.” IEEE Transactions on Neural Networks, Vol. 5, Issue 6, pp. 861-867. [38] Khademi, F., Jamal, S. M., Deshpande, N., & Londhe, S. (2016). Predicting strength of recycled aggregate concrete using artificial neural network, adaptive neuro-fuzzy inference system and multiple linear regression. International Journal of Sustainable Built Environment, 5, Issue 2, pp. 355-369. [39] Khademi, F., & Behfarnia, K. (2016). Evaluation of concrete compressive strength using artificial neural network and multiple linear regression models. Iran University of Science & Technology, 6, Issue 3, pp. 423-432. [40] Gandomi, A. H., Tabatabaei, S. M., Moradian, M. H., Radfar, A., Alavi, A. H. (2011). “A New Prediction Model for the Load Capacity of Castellated Steel Beams.” Journal of Constructional Steel Research, Vol. 67, pp. 1096-1105. [41] Gandomi, A. H., Mohammadzadeh, S., Juan Luis Pérez-Ordó˜nezc, Alavi, A. H. (2014). “Linear genetic programming for shear strength prediction of reinforced concrete beams without stirrups.” Applied Soft Computing, Vol. 19, pp. 112–120. | ||
|
آمار تعداد مشاهده مقاله: 1,058 تعداد دریافت فایل اصل مقاله: 791 |
||