Application of radial basis neural network on damage assessment of structures

Procedia Engineering

Volumn 14, Issue , 2011, Pages 3104-3110

  Vallabhaneni, V ^a   Maity, D ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY GUWAHATI   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Artificial neural network; Back propagation neural network; Curvature damage factor; Damage assessment; Radial basis neural network

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION NEURAL NETWORKS; CURVATURE DAMAGE FACTOR; DAMAGE ASSESSMENTS; RADIAL BASIS NEURAL NETWORKS;

BACKPROPAGATION; COMPUTER NETWORKS; DAMAGE DETECTION; INVERSE PROBLEMS; RATING; STRUCTURAL DESIGN;

NEURAL NETWORKS;

EID: 80054781443     PISSN: 18777058     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.proeng.2011.07.390     Document Type: Conference Paper

References (7)

1. Pandey AK, Biswas M and Samman, MM. Damage detection from changes in curvature mode shapes. Journal of Sound and Vibration, 1991, 145(2), pp.321-332.
2. Wu X, Ghaboussi J and Garrett JH. Use of neural networks in detection of structural damage", Computers and Structures, 1992, 42(4), pp. 649-659.
3. Marwala T. Damage identification using committee of neural networks. Journal of Engineering Mechanics. ASCE, 2000, 126(1), pp. 43-50.
4. Yun CB and Bahng EY. Sub-structural identification using neural network. Computers and Structures, 2000, 77, pp. 41-52.
5. Tripathy RR and Maity D. Damage assessment of structures from changes in curvature damage factor using artificial neural network. Indian Journal of Engineering & Material Sciences, 2004, 11, pp 369-377.
6. Sahoo B and Maity D. Damage assessment of structures using hybrid neuro-genetic algorithm. Applied Soft Computing, 2007, 7(1), pp. 89-104.
7. Maity D and Saha A. Damage assessment in structure from changes in static parameter using neural networks. Sadhana, Journal of the Indian Academy of Sciences, 2004, 29(3), pp. 315-327.