Neural network based modeling of infilled steel frames

Structural Engineering and Mechanics

Volumn 21, Issue 5, 2005, Pages 495-506

  Subramanian, K ^a   Mini, K M ^b   Florence, S Josephine Kelvina ^a  

^a Department of Artificial Intelligence and Machine Learning   (India)

^b AMRITA UNIVERSITY   (India)

Author keywords

Collapse load; Failure modes; Infilled steel frames; Neural network model

Indexed keywords

MATHEMATICAL MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION; STEEL STRUCTURES; STRUCTURAL LOADS;

COLLAPSE LOAD; FAILURE MODES; INFILLED STEEL FRAMES; NEURAL NETWORK-MODEL;

STRUCTURAL FRAMES;

EID: 29444447617     PISSN: 12254568     EISSN: None     Source Type: Journal    
DOI: 10.12989/sem.2005.21.5.495     Document Type: Article

References (8)

1. Flood, Ian and Kartam, Nabil (1994), "Neural networks in civil engineering I: Principles and understanding", J. Comput. in Civil Eng., ASCE, 8, 127-129.
2. Ghosh, Asok K and Amde, Amde M. (2002), "Finite element analysis of infilled frames", J. Struct. Eng., ASCE, 128, 881-889.
3. Jenkins, W.M. (1995), "Neural network based approximation for structural analysis", Developments in Neural Networks and Evolutionary Computing for Civil and Structural Engineering, pp.25-35, Civil-Comp press, Edinburgh.
4. Kwan, K.H., Lo, C.Q. and Liauw, T.C. (1990), "Large-scale model tests and plastic analysis of multibay infilled frames", Proc. Instn. Civ. Eng., Part 2, 641-656.
5. Liauw, T.C. and Kwan, K.H. (1985), "Unified plastic analysis for infilled frames", J. Struct. Eng., ASCE, 111(7), 1427-1448.
6. Muralikrishna, N. and Gangadharam, D. (1999), "Analysis of infilled frames-A study using Neural nets", J. Struct. Eng., ASCE, 26, 173-178.
7. Oreta, Andres W.C. and Kawashima, Kazuhiko (2003), "Neural network modelling of confined compressive strength and strain of circular concrete columns", J. Struct. Eng., ASCE, 129(4), 554-563.
8. Topping, B.H.V and Bahreininejad, A. (1997), Neural Computing for Structural Mechanics, Saxe-Coburg publications, Edinburgh.