Prediction of web crippling strength of cold-formed steel sheetings using neural networks

Journal of Constructional Steel Research

Volumn 62, Issue 10, 2006, Pages 962-973

  Guzelbey, Ibrahim H ^a   Cevik, Abdulkadir ^a   Erklig, Ahmet ^a  

^a GAZIANTEP UNIVERSITY   (Turkey)

Author keywords

Cold formed steel decks; Elasto plastic behaviour; Explicit formulation; Neural networks; Web crippling

Indexed keywords

FINITE ELEMENT METHOD; GRAPH THEORY; MECHANICAL PROPERTIES; METAL FORMING; NEURAL NETWORKS; PARAMETER ESTIMATION; STRENGTH OF MATERIALS;

COLD-FORMED STEEL DECKS; ELASTO-PLASTIC BEHAVIOR; EXPLICIT FORMULATION; WEB CRIPPLING;

STEEL SHEET;

EID: 33746306540     PISSN: 0143974X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jcsr.2006.01.008     Document Type: Article

References (40)

1. Yu W.W. Cold-formed steel design. 3rd ed. (2000), Wiley, New York
2. Hancock G.J. Cold-formed steel structures to the AISI specification (2001), Marcel Dekker Incorporated, New York
3. Reinsch W. Das Kantenbeulen zur rechnerischen Ermittlung von Stahltrapezblechträger. Dissertation. Germany: Technische Hochschule Darmstadt; 1983
4. Young B., Hancock, and Gregory J. Design of cold-formed channels subjected to web crippling. Journal of Structural Engineering, ASCE 127 10 (2001) 1137-1145
5. Winter G, Pian R H J. Crushing strength of thin steel webs. Cornell Bulletin 35. pt. 1. April 1946
6. Hetrakul N, Yu W W. Structural behaviour of beam webs subjected to web crippling and a combination of web crippling and bending. Final report, Civil Engineering Study. 784. Rolla (MO): University of Missouri-Rolla; June 1978
7. Yu W.W.. Web crippling and combined web crippling and bending of steel decks. Civil Engineering Study 81-2, Structural Series University of Missouri-Rolla; 1981
8. Zetlin L, Winter G. 65th and 66th progress reports on light gauge steel beams of cold-formed steel. Ithaca: Cornell University; 1952
9. Andersson T, Bergfors A. Upplagstryckets inverkan på brottlasten hos trapetsprofilerad plåt. Examenarbeite i Stålbyggnad. Stockholm: K.T.H.; 1973
10. Keulers A J C. Buigproeven en Interactieproeven. Een vergelijking van proefresultaten met de ECCS-81 interactiecurve, waarbij deze curve gebaseerd is op testwaarden voor Md en Rd, i.p.v. op volgens de ECCS-81 berekende waarden. Report THE171 BKO-S-81-01. The Netherlands: Eindhoven University of Technology, Department of Structural Design; 1981
11. Wing B A. Web crippling and the interaction of bending and web crippling of unreinforced multi-web cold-formed steel sections. Master's thesis. Waterloo: University of Waterloo; 1981
12. Santaputra C.. Eighth progress report. Design of automotive structural components using high strength sheet steels, web crippling of cold formed steel beams. Civil Engineering Study 86-1, Structural Series, University of Missouri-Rolla, Department of Civil Engineering; 1986
13. Tsai Y.M., and Crisinel M. Moment redistribution in continuous profiled sheeting. Thin-walled metal structures in buildings. IABSE proceedings vol. 49 (1996), IABSE-AIPC-IVBH, Zürich 107-114
14. Studnicka J. Web crippling of wide deck sections. In: Yu W.W., and Laboube R.A. (Eds). Recent research and developments in cold-formed steel design and construction (1990), University of Missouri-Rolla, Department of Civil Engineering, Rolla
15. Tomà A, Stark J W B II. Vrij opgelegde platen op twee steunpunten zonder dimpels, Onderzoek geprofileerde stalen dakplaten, werkrapport van de werkgroep S.G.-T.C. 16 "Onderzoek van stalen dak- en gevelplaten". rapport nr. BI-73-75, Opdr. nr. 05.3.11.260. Instituut TNO voor bouwmaterialen en bouwconstructies; September 1973
16. Tomà A, Stark J W B III. Twee veldsplaten zonder dimpel, Onderzoek geprofileerde stalen dakplaten, werkrapport van de werkgroep S.G.-T.C. 16 "Onderzoek van stalen dak- en gevelplaten". rapport nr. BI-74-37, Nr. 05.3.11.261. Instituut TNO voor bouwmaterialen en bouwconstructies; April 1974
17. Wu S., Yu W.-W., LaBoube R.A.. Web crippling strength of members using high-strength steels. In: Proceedings 14th international specialty conference on recent research and developments in cold-formed steel design and construction; 1998
18. Bakker M.C.M. Web crippling of cold-formed steel members. Dissertation. The Netherlands: Eindhoven University of Technology; 1992
19. Hofmeyer H. Report on combined web crippling and bending moment failure of first-generation trapezoidal steel sheeting (Appendices to the thesis). Report TUE-BCO-00-09. The Netherlands: Eindhoven University of Technology, Faculty of Architecture, Department of Structural Design; 2000
20. Sharp M.L. Design parameters for web crippling of thin-walled members, report No. 57-90-21, Alcoa laboratories, 1990[Wise91a] Wiseman, D.L.; Puckett, J.A1. Applications of Compound Strip Method for Folded Plates with Connection Elements. Journal of Structural Engineering, ASCE 117 (1991) 268-285
21. Talja A.. Design of cold-formed HSS channels for bending and eccentric compression, Bending in the plane of symmetry. VTT Research notes 1403. Espoo: Technical Research Centre of Finland; 1992
22. Landolfo R, Mazzolani F M. Comportamento flessionale di lamiere grecate in acciaio: analisi sperimentale. Construczioni Metalliche 29, N. 1 Gennaio-Febbraio. 1995
23. Vaessen M J. On the elastic web crippling stiffness of thin-walled cold-formed steel members. M.Sc. thesis. Eindhoven University of Technology. The Netherlands: Department of Structural Design; 1995
24. Schafer B.W., and Peköz T. The behaviour and design of longitudinally stiffened thin-walled compression elements. Thin-Walled Structures 27 (1997) 65-78
25. Davies J.M., and Jiang C. Design procedures for profiled metal sheeting and decking. Thin-Walled Structures 27 (1997) 43-53
26. Landolfo R, Mazzolani F M. Ultimate behaviour of trapezoidal steel sheets in bending. In: Proceedings 12th international speciality conference on recent research and developments in cold-formed steel design and construction. 1994
27. Richtlijnen voor de berekening van Stalen Dakplaten-RSD 1974, Dumebo en Staalbouwkundig Genootschap, The Netherlands; 1974
28. Park M.S., and Lee B.C. Prediction of mode parameters and moment-rotation curves for crushed thin-walled trapezoidal tubes in bending. Journal of Applied Mechanics 63 (1996) 453-459
29. Lindner J, Shin TS. Interaction between flexural buckling and plate buckling on the web crippling Capacity of Trapezoidal Sheeting. In: Conference proceedings of the second international conference on coupled instabilities in metal structures. 1996
30. Schafer B W, Peköz T. Direct strength prediction of cold-formed steel members using numerical elastic buckling solutions. In: Proceedings 14th international specialty conference on recent research and developments in cold-formed steel design and construction. 1998
31. Davies J M, Jiang C, Liu Y J. Web crippling in trapezoidally profiled sheeting and decking. In: Proceedings Eurosteel. 1999
32. Rhodes J, Nash D, Macdonald M. An examination of web crushing in thin-walled beams. In: Mäkeläinen P, Hassinen P, editors. Proceedings light-weight steel and aluminium structures. Fourth international conference on steel and aluminium structures. 1999. p. 795-802
33. Hofmeyer H., Kerstens J.G.M., Snijder H.H., and Bakker M.C.M. New prediction model for failure of steel sheeting subject to concentrated load (web crippling) and bending. Thin-Walled Structures 39-9 (2001) 773-796
34. Specification for the Design of Cold-Formed Steel Structural Members (1996), American Iron and Steel Institute, Washington, D.C
35. ENV 1993-1-3, European Prestandard Eurocode3. Design of steel structures, Part 1-3: general rules-supplementary rules for cold-formed thin gauge members and sheeting. Brussels: European Committee for Standardisation CEN; April 1996
36. Canadian Standards Association: S136-94 (with General Instruction No. 2), Cold Formed Steel Structural Members, Structures (Design), Rexdale (Toronto), Ontario, Canada, May 1995
37. Hofmeyer H. Combined web crippling and bending moment failure of first-generation trapezoidal steel sheeting: experiments, finite element models, mechanical models. Ph.D. thesis. The Netherlands: Eindhoven University of Technology; 2000
38. Haykin S. Neural networks - A comprehensive foundation (1994), Macmillan College Publ. Co.
39. Rumelhart D.E., Hinton G.E., and Williams R.J. Learning internal representation by error propagation. In: Rumelhart D.E., and McClelland J.L. (Eds). Parallel distributed processing: exploration in the microstructure of cognition vol. 1 (1986), MIT Press, Cambridge (MA) [Chapter 8]
40. National Academy of Sciences (NAS). North American Specification for the design of cold-formed steel structural members, September 2001 Draft, Washington, D.C; 2001