Identification of crack-like defects in elastic structural elements on the basis of evolution algorithms

Springer Science and Business Media LLC - Tập 47 Số 6 - Trang 412-419 - 2011
А. А. Краснощеков1, B. V. Sobol1, А. Н. Соловьев1, Alexander V. Cherpakov2
1Don State Technical University, Rostov-on-Don, Russia
2Vorovich Research Institute of Mechanics and Applied Mathematics, Southern Federal University, Rostov-on-Don, Russia

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Vatul’yan, A.O., Obratnye zadachi v mekhanike deformiruemogo tverdogo tela (Inverse Problems in Mechanics of Deformable Solids), Moscow: Fizmatlit, 2007.

Vatul’yan, A.O., Anikina, T.A., and Bogachev, I.V., Identification of the Inhomogeneous Characteristics of Viscoelastic Rods under Bending Vibrations, Mekh. Komp. Mater. Konstr., 2011, no. 1 (in press).

Waszczyszyn, Z. and Zeimianski, L., Neural Networks in Mechanics of Structures and Materials. New Results and Prospects of Applications, Comp. Struct., 2001, vol. 79, nos. 22–25, pp. 2261–2276.

Solov’ev, A.N., Kurbatova, P.S., Saprunov, N.I., and Shevtsov, S.N., On the Application of Neural Networks in the Problems of the Identification of Defects in Elastic Bodies, Materialy X mezhdunarodnoi konferentsii “Sovremennye problemy mekhaniki sploshnoi sredy (Proc. X Int. Conf. “Contemporary Problems of Continuum Mechanics”), Rostov-on-Don, 2006, pp. 175–180.

Fang, X., Luo, H., and Tang, J., Structural Damage Detection Using Neural Network with Learning Rate Improvement, Comp. Struct., 2005, vol. 83, nos. 25–26, pp. 2150–2161.

LeClerc, J.R., Worden, K., Staszewski, W.J., and Haywood, J., Impact Detection in an Aircraft Composite Panel. A Neural-Network Approach, J. Sound Vibr., 2007, vol. 299, no. 3, pp. 672–682.

Xu, Y.G., Liu, G.R., Wu, Z.P., and Huang, X.M., Adaptive Multilayer Perceptron Networks for Detection of Cracks in Anisotropic Laminated Plates, Int. J. Solids Struct., 2001, vol. 38, nos. 32–33, pp. 5625–5645.

Worden, K. and Burrows, A.P., Optimal Sensor Placement for Fault Detection, Eng. Struct., 2001, vol. 23, no. 8, pp. 885–901.

Emel’yanov, V.V., Kureichik, V.V., and Kureichik, V.M., Teoriya i praktika evolutsionnogo modelirovaniya (Theory and Practice of Evolutionary Modeling), Moscow: Fizmatlit, 2003.

Haykin, S., Neural Networks: A Comprehensive Foundation, New York: Prentice Hall, 1998.