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Neuronal approach and the use of KIK-NET network to generate response spectrum on the surface
Joint Authors
Derras, Boumediene
Bakkush, Abd al-Malik
Zendagui, Djawad
Source
Jordan Journal of Civil Engineering
Issue
Vol. 4, Issue 1 (31 Mar. 2010), pp.12-21, 10 p.
Publisher
Jordan University of Science and Technology Deanship of Research
Publication Date
2010-03-31
Country of Publication
Jordan
No. of Pages
10
Main Subjects
Topics
Abstract EN
The determination of response spectrum of a seismic excitation recorded on a chosen site is necessary in the structural dynamic design.
The response spectrum can be obtained directly from recorded seismic data but this operation is expensive.
The aim of this work is to avoid this problem where the acceleration response spectrum at the free face of a classified site is generated from that of reference by using the method of Artificial Neural Networks (ANN).
The recorded spectrum value and corresponding period represent the inputs of the RNA, while the output is only the spectrum response value on the free field.
The seismic data and the sites of the KIK-NET accelerograph network are used for the training and the validation of the neuronal model.
The promising results obtained by this approach open a new research orientation on the use of the ANN in the field of soil dynamics and signal treatment, thus allowing the enrichment of the paraseismic codes into force.
American Psychological Association (APA)
Derras, Boumediene& Bakkush, Abd al-Malik& Zendagui, Djawad. 2010. Neuronal approach and the use of KIK-NET network to generate response spectrum on the surface. Jordan Journal of Civil Engineering،Vol. 4, no. 1, pp.12-21.
https://search.emarefa.net/detail/BIM-284597
Modern Language Association (MLA)
Derras, Boumediene…[et al.]. Neuronal approach and the use of KIK-NET network to generate response spectrum on the surface. Jordan Journal of Civil Engineering Vol. 4, no. 1 (2010), pp.12-21.
https://search.emarefa.net/detail/BIM-284597
American Medical Association (AMA)
Derras, Boumediene& Bakkush, Abd al-Malik& Zendagui, Djawad. Neuronal approach and the use of KIK-NET network to generate response spectrum on the surface. Jordan Journal of Civil Engineering. 2010. Vol. 4, no. 1, pp.12-21.
https://search.emarefa.net/detail/BIM-284597
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 20-21
Record ID
BIM-284597