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Title: :  TIME EVOLUTION OF THE COMPLEX MODULUS
PaperId: :  10945
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 5 2019
DUI:    16.0415/IJARIIE-10945
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RAKOTONIRINA Hasiniaina RogerDoctoral School of Science and Technical Engineering and Innovation , Laboratory of Cognitive Sciences and Application, University of Antananarivo, Madagascar
RANDIMBINDRAINIBE FalimananaDoctoral School of Science and Technical Engineering and Innovation , Laboratory of Cognitive Sciences and Application, University of Antananarivo, Madagascar
RANDRIANTSIMBAZAFY AndrianirinaCivil Engineering Department, High School Of Polytechnic, University of Antananarivo, Madagascar
ROBINSON Matio Hobihery Doctoral School of Science and Technical Engineering and Innovation , Laboratory of Cognitive Sciences and Application, University of Antananarivo, Madagascar

Abstract

Civil Engineering
Temperature, Frequency, complex modulus, artificial neural networks, time series, visco-elastic
This research paper proposes an approach to model the mechanical properties of bituminous pavements towards environmental factors. In order to allow an adaptation to the available data, we have chosen a hybridized connectionist model with a time series approach while taking in account the sensitivity of the bituminous layer to temperature and traffic. The temperature will be represented as a time series in the SARIMA model (1,2,1), with a seasonal factor s = 12. In order to compensate the restricted data volume, the complex modulus will be reproduced from a three-layered RNA by a backpropagation error learning algorithm. Modifications and relations will be introduced on the data and the input parameters so as to fast-forward time calculation and the accuracy of the model.

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IJARIIE RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery . "TIME EVOLUTION OF THE COMPLEX MODULUS" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 5 2019 Page 872-880
MLA RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery . "TIME EVOLUTION OF THE COMPLEX MODULUS." International Journal Of Advance Research And Innovative Ideas In Education 5.5(2019) : 872-880.
APA RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, & ROBINSON Matio Hobihery . (2019). TIME EVOLUTION OF THE COMPLEX MODULUS. International Journal Of Advance Research And Innovative Ideas In Education, 5(5), 872-880.
Chicago RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery . "TIME EVOLUTION OF THE COMPLEX MODULUS." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 5 (2019) : 872-880.
Oxford RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery . 'TIME EVOLUTION OF THE COMPLEX MODULUS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, 2019, p. 872-880. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/TIME_EVOLUTION_OF_THE_COMPLEX_MODULUS_ijariie10945.pdf (Accessed : 10 December 2020).
Harvard RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery . (2019) 'TIME EVOLUTION OF THE COMPLEX MODULUS', International Journal Of Advance Research And Innovative Ideas In Education, 5(5), pp. 872-880IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/TIME_EVOLUTION_OF_THE_COMPLEX_MODULUS_ijariie10945.pdf (Accessed : 10 December 2020)
IEEE RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery , "TIME EVOLUTION OF THE COMPLEX MODULUS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, pp. 872-880, Sep-Oct 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/TIME_EVOLUTION_OF_THE_COMPLEX_MODULUS_ijariie10945.pdf [Accessed : 10 December 2020].
Turabian RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery . "TIME EVOLUTION OF THE COMPLEX MODULUS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 5 (10 December 2020).
Vancouver RAKOTONIRINA Hasiniaina Roger, RANDIMBINDRAINIBE Falimanana, RANDRIANTSIMBAZAFY Andrianirina, and ROBINSON Matio Hobihery . TIME EVOLUTION OF THE COMPLEX MODULUS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 10 December 2020]; 5(5) : 872-880. Available from: http://ijariie.com/AdminUploadPdf/TIME_EVOLUTION_OF_THE_COMPLEX_MODULUS_ijariie10945.pdf
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