Determination of Theoretical Fracture Criteria of Layered Elastic Composite Material by ANFIS Method from Artificial Intelligence

Author:

ÇİLLİ Arzu1,BEKEN Murat2,KURT Nursaç3

Affiliation:

1. YILDIZ TECHNICAL UNIVERSITY

2. ABANT IZZET BAYSAL UNIVERSITY

3. ISTINYE UNIVERSITY

Abstract

The theoretical breaking boundary of the composite elastic composite material consisting of two is otropichomogeneous layers was investigated [6,7]. Three-dimensional theory of elasticity and a fragment edhomogeneous body model were used to find the theoretical breaking limit [3,6,7]. The defects of this material, which has local defects, are of the same length hand is changing with the angle β. The purpose of the articles [10,11] was to examine the effect of theoretical refraction criterion limit values on the change of the angle β. It has been observed that the theoretical refraction limit values obtained for four different composite materials increase as the angle art increases. In this study, the change values with the β angle of the theoretical refraction limit obtained in [11] article were recovered from the artificial intelligence of the MATLAB platform by ANFIS (Sugeno) method. It was seen that the values obtained with the Anfis method are the same with the theoretical results.

Publisher

International Journal of Computational and Experimental Science and Engineering (IJCESEN)

Subject

General Medicine

Reference20 articles.

1. [1] N. Guz, editor, Micromechanics of compositematerials: Focus on Ukrainianresearch, Special Issue of AppliedMechanicsReviews. 45 (1992) 13-107.

2. [2] A.N. Guz, Mechanics of compressivefailure of compositematerials, Kiev: NaukDumka, 1990.

3. [3] A.N. Guz, On the determination of the theoretical strength limit in compression of reinforced materials, Dokl. Akad Nauk USSR Ser A 1969, 3:236-238 (in Russian).

4. [4] A.E. Green, R.S. Rivlin, R.T. Shield, General Theory of small elastic deformations superposed on finite elastic deformations, ProcRoySoc Ser A 1952; 211 (1104): 128-154.

5. [5] M.A. Biot, Mechanics of incremental deformations, New York: Wiley, 1965.

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