Application of artificial intelligence for construction of design spectra

Engineering Structures

Volumn 26, Issue 6, 2004, Pages 707-720

  Tehranizadeh, M ^a   Safi, M ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Design spectra; Neural network; Record classification; Soil Type and shear wave velocity

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; LEARNING ALGORITHMS; NEURAL NETWORKS; SHEAR WAVES; SOILS;

DESIGN SPECTRA; IRAN; SEISMIC CODES;

STRUCTURAL DESIGN;

COMPUTER AIDED DESIGN;

EID: 16544377858     PISSN: 01410296     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engstruct.2003.12.006     Document Type: Article

References (21)

1. Chandler A.M. Tsangaris M. Lam N.T.K. Wilson J.L. Edwards M. Hutchinson G.L. Seismic performance of RC structures using displacement based principles, 11ECEE 1998 Balkema Rotterdam
2. Dai H. MacBeth C. Automatic picking of seismic arrivals in local earthquake data using an artificial neural network Geophy Int J 120 1995 758-774
3. Savaidis A, Papazachos C, Soupios P, Grammalidis N,Saragiotis C, Hadjileontiadis L, Panas SM. Rapid determination of earthquake parameters using a phase auto-detect system, In: Proceedings of European Seismological Committee, Lisbon,Portugal, Sept. 2000.
4. Zare M. Contribution a letude des mouvements forts eu Iran du catalogue aux loix dattenuation. PhD thesis, Universite Joseph Fourier, Grenoble, 1999.
5. Mirzaee H, Ramazi H. Geological site investigation by geophysical methods for some regions in Iran, technical report no. K-324 (In Farsi), BHRC publication, 1999.
6. Hamedi F. Evaluation of earthquake records in Iran in order to determine design spectra, PhD thesis, Advisor: Tehranizadeh M., AmirKabir University of Technology, Tehran, Iran, 2001.
7. Trifunac M.D. Brady A.G. On the correlation of seismic intensity scales with the peaks of recorded strong ground motion Bull Seis Soc Am 65 1975 139-162
8. Yamazaki F. Anstry M.A. Horizontal to vertical spectrum ratio of earthquake ground motion for site characterization Earthq Engng Struct Dynam 26 1997 671-689
9. Newmark N.M. Blume J.A. Kapur K.K. Seismic design spectra for nuclear power plant J Power Div ASCE 99 1973 287-303
10. Somerville P. Seismic hazard evaluation. In: 12th World Conference on Earthquake Engineering, Auckland, NZ, state-of-the-art report, 2000.
11. Chandler A.M. Lam N.T.K. Wilson J.L. Hutchinson G. Review of modern concepts in the engineering interpretation of earthquake response spectra, Proceedings of the Institution of Civil Engineers J Struct Bldgs 146 1 2001 75-84
12. Naeim F. Lew M. Deficiencies of design-spectrum compatible accelerograms Struct Des Tall Bldgs 3 1994 275-283
13. Boore D.M. Joyner W.B. Fumal T.E. Equations for estimating horizontal response spectra and peak acceleration from western north American earthquakes, a summary of recent work Seismol Res Lett 68 1 1997 128-153
14. Anderson J.A. Rosenfeld Nero-computing: foundations of research 1988 MIT Press Cambridge
15. Bishop C.M. Neural networks for pattern recognition 1995 Oxford University Press Oxford
16. Haykin S. Neural networks; a comprehensive foundation 2nd ed 1999 Prentice Hall Englewood Cliffs, NJ
17. Joghataie A, Ghaboussi J, Wu X. Learning architecture determination through automatic node generation. In: Proc. ANNIE95, ASME, New York, pp. 45-50, 1995.
18. Ministry of Building and Urban Planning, Standard 2800; seismic design of building structures, Tehran, Iran, 2000.
19. Soulages J. Structural Engineers' Association of California (SEAOC), Vision 2000 Committee; performance based seismic engineering of buildings 1995 SEAOC Sacramento, CA
20. Tsangaris M, Chandler AM. A global analysis of earthquake displacement response spectra. In: Proceedings of the Sixth SECED International Conference, Oxford, UK, 1998.
21. Komak Panah A, Hafezi Moghaddas N, Ghayamghamian MR, Motosaka M, Jafari MK, Uromieh A. Site effect classfication in east-central of Iran. J Seismol Earthq Engng 2002; 4(1).