Prediction of shear capacity of single anchors located near a concrete edge using neural networks

Computers and Structures

Volumn 83, Issue 28-30 SPEC. ISS., 2005, Pages 2495-2502

  Alqedra, M A ^a   Ashour, A F ^b  

^a ISLAMIC UNIVERSITY OF GAZA   (Palestine)

^b UNIVERSITY OF BRADFORD   (United Kingdom)

Author keywords

Anchors; Capacity; Concrete; Database; Neural networks; Shear

Indexed keywords

ANCHORS; BACKPROPAGATION; BOLTS; COMPRESSIVE STRENGTH; FEEDFORWARD NEURAL NETWORKS; PARAMETER ESTIMATION;

ANCHOR EMBEDMENT; CAPACITY; CONCRETE CAPACITY DESIGN; SHEAR;

CONCRETE CONSTRUCTION;

EID: 25644455350     PISSN: 00457949     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compstruc.2005.03.019     Document Type: Conference Paper

References (24)

1. J.-W. Oh, I.-W. Lee, J.-T. Kim, and G.-W. Lee Application of neural networks for proportioning of concrete mixes ACI Materials Journal 96 1 1999 61 67
2. I.C. Yeh Modeling of strength of high-performance concrete using artificial neural networks Cement and Concrete Research 28 12 1998 1797 1808
3. I.-C. Yeh Design of high-performance concrete mixture using neural networks and nonlinear programming Journal of Computing in Civil Engineering 13 1 1999 36 42
4. N. Hong-Guang, and W. Ji-Zong Prediction of compressive strength of concrete by neural networks Cement and Concrete Research 30 8 2000 1245 1250
5. S.-C. Lee Prediction of concrete strength using artificial neural networks Engineering Structures 25 7 2003 849 857
6. W.P.S. Dias, and S.P. Pooliyadda Neural networks for predicting properties of concretes with admixtures Construction and Building materials 15 8 2001 371 379
7. A.T.C. Goh Prediction of ultimate shear strength of deep beams using neural networks ACI Structural Journal 92 1 1995 28 32
8. A. Sanad, and M.P. Saka Prediction of ultimate shear strength of reinforced-concrete deep beams using neural networks Journal of Structural Engineering, ASCE 127 7 2001 818 828
9. P.H. Chuang, A.T.C. Goh, and X. Wu Modeling the capacity of pin-ended slender reinforced concrete columns using neural networks Journal of Structural Engineering, ASCE 124 7 1998 830 838
10. I. Flood, L. Muszynski, and S. Nandy Rapid analysis of externally reinforced concrete beams using neural networks Computers and Structures 79 17 2001 1553 1559
11. ACI Committee 355 State-of-the-art Report on Anchorage to Concrete 1991 American Concrete Institute Detroit, USA
12. Comite Euro-International du Beton, Task Group VI/5 Fastenings to Concrete and Masonry Structures 1994 Thomas Telford Services Ltd London, UK
13. R.E. Klingner, and J.A. Mendonca Shear capacity of short anchor bolts and welded studs: a literature review ACI Journal 79 5 1982 339 349
14. W. Fuchs, R. Eligehausen, and J.E. Breen Concrete capacity design (CCD) approach for fastening to concrete ACI Structural Journal 92 1 1995 73 94
15. ACI Committee 349 Code Requirements for Nuclear Safety Selated Concrete Structures: Appendix B 1985 American Concrete Institute Detroit, USA
16. ACI Committee 318 Building Code Requirements for Reinforced Concrete 2002 American Concrete Institute Detroit, MI, USA
17. C.B. Farrow, I. Frigui, and R.E. Klingner Tensile capacity of single anchors in concrete: evaluation of existing formulas on an LRFD basis ACI Structural Journal 93 1 1996 128 137
18. I. Flood, and N. Kartam Neural network in civil engineering I: principles and understandings Journal of Computing in Civil Engineering, ASCE 8 2 1994 131 148
19. I. Flood, and N. Kartam Neural network in civil engineering II: systems and applications Journal of Computing in Civil Engineering, ASCE 8 2 1994 149 162
20. N. Kartam, I. Flood, and J.H. Garrett Artificial Neural Networks for Civil Engineers: Fundamentals and Applications 1997 ASCE New York
21. MathWorks Inc., MATLAB the language of technical computing, Version 6, Natick, MA, USA, 1999.
22. M.T. Hagan, H.B. Dermuth, and M. Beale Neural Network Design 1995 PWS Publishing Co. Boston, MA, USA
23. M.Y. Rafiq, G. Bugmann, and D.J. Easterbrook Neural network design for engineering application Computers and Structures 79 17 2001 1541 1552
24. A. Mukherjee, and J.M. Deshpande Application of artificial neural networks in structural design expert systems Computers and Structures 54 3 1995 367 375