Fuzzy logic response to Young's modulus characterization of a flax-epoxy natural fiber composite


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Sodoke, K. F., Laperrière, L., Toubal, L. et Khakestar, R. S. (2016). Fuzzy logic response to Young's modulus characterization of a flax-epoxy natural fiber composite. Materials and Design, 89 . pp. 273-285. ISSN 0264-1275 DOI 10.1016/j.matdes.2015.09.165

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Most design approaches use the experimental elastic modulus as input variable to describe the material properties. In most cases the uncertainty and the variability of the modulus are neglected. In the worst case this can lead to bad estimations of the material performance and more iterations to the final solution. The purpose of this work is to reconcile the Young's modulus of three configurations ([0]10, [0]20 and [±45]10) of flax-epoxy composites obtained by different techniques including acoustic impulse, tensile and bending tests, according to ISO and ASTM standards. Results obtained with these techniques all show different levels of variability in Young's modulus values. A fuzzy logic model is used to obtain a simplified view of linguistic variables representing the modulus of elasticity and to reconcile different modules by including the uncertainty inherent to the different measuring techniques. Results have shown a strong potential for fuzzy logic to reconcile the disparity of Young modulus of natural fiber composites. © 2015 Elsevier Ltd.

Type de document: Article
Mots-clés libres: Bending test Fuzzy logic Impulse excitation technique Natural fiber composites Tensile test ASTM standards Bending tests Computer circuits Elastic moduli Flax Linen Nondestructive examination Tensile testing Acoustic impulse Design approaches Fuzzy logic model Linguistic variable Material performance Measuring technique
Date de dépôt: 03 mars 2022 20:27
Dernière modification: 03 mars 2022 20:27
Version du document déposé: Version officielle de l'éditeur
URI: https://depot-e.uqtr.ca/id/eprint/10001

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