Abstract
The article deals with the experimental modal analysis of glass laminates plates with different shape and these results are compared with those obtained by applications of the artificial neural networks (ANN) and finite element method (FEM) simulation. We have investigated the dependence of the generated mode frequency as a function of sample thickness as well as the sample shape (rounding) of glass laminate samples. The coincidence of both experimental and simulated results is very good.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Babic, B.: Modal analyze in dynamic of building constructions (in Slovak) ISBN 978-80-969595-1-8
Ma, C.C., Lin, C.C.: Experimental Investigation of Vibrating Laminated Composite Plates by Optical Interferometry Method. AIAA J. 39(3), 491–497 (2001)
Lin, D.X., Ni, R.G., Adams, R.D.: Prediction and Measurement of the vibration Damping Parameters of Carbon and Glass Fiber-Reinforced Plastics Plates. J. Compos. Mater 18, 132–152 (1984)
Mujeeb, A., Nayar, V.U., Ravindran, V.R.: Electronic Speckle Pattern Interferometry techniques for non- destructive evaluation: a review. Insight - Non-Destructive Testing and Condition Monitoring 48(5) (2006)
Cordero, R.R., Martinez, A., Rayas, J.A., Labbe, F.: Necking progression in tensile specimens monitored in real-time by using fringe projection. Optics and Lasers in Engineering 48(12), 1285–1290 (2010)
Haggerty, M., Qing Lin, Ć., Labuť, J.F.: Observing Deformation and Fracture of Rock with Speckle Patterns. Rock Mech. Rock Eng. 43, 417–426 (2010)
Badeshia, H.K.D.H.: Neural Networks in Material Science. ISIJ International 39(10), 966–979 (1999)
Jančíková, Z.: Artificial Neural Networks in Material Engineering, p. 81. GEP ARTS, Ostrava (2006)
Švec, P., Jančíková, Z., Melecký, J., Koštial, P.: Implementation of Neural Networks for Prediction of Chemical Composition of Refining Slag. In: International Conference on Metallurgy and Materials, Rožnov, pp. 155–159 (2010) ISBN 978-80-87294-17-8
Jančíková, Z., David, J., Vrožina, M.: Aplikace neuronových sítí v materiálovém inženýrství. Hutnické listy LXI(1), 88–94 (2008) ISSN 0018-8069
Rusnáková, S., Kopál, I., Koštial, P.: The applications of waveprocess for the study of glass fibre reinforced laminates. Current topics in acoustical research 4 (2006) ISSN 0972-4818
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Seidl, D., Koštial, P., Jančíková, Z., Ružiak, I., Rusnáková, S., Farkašová, M. (2011). Modal Analysis – Measurements versus FEM and Artificial Neural Networks Simulation. In: Snasel, V., Platos, J., El-Qawasmeh, E. (eds) Digital Information Processing and Communications. ICDIPC 2011. Communications in Computer and Information Science, vol 188. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22389-1_16
Download citation
DOI: https://doi.org/10.1007/978-3-642-22389-1_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-22388-4
Online ISBN: 978-3-642-22389-1
eBook Packages: Computer ScienceComputer Science (R0)