Prediction of Strength Properties of Natural Fiber-porous Composites by Neural Networks

ABSTRACT

There is a real need to reduce the scope of determining the physical and mechanical properties of natural fiber-porous composites. The application of an artificial neural network for prediction of strength of natural chrome-tanned leather made of bovine and calfskin was investigated in this work. The results were obtained by applying a single-layer and a two-layer neural network. The results indicate a great potential of using an artificial neural network in determining the predicted values of natural leather properties

KEYWORDS

Natural fiber-porous composites, Prediction, Neural networks, Ultimate strain, Stress

Cite this paper

Yussupova Laura, Sokolovskiy Аleksey, Munasipov Serik, Kulkaeva Laura, Kunelbayev Murat. (2021) Prediction of Strength Properties of Natural Fiber-porous Composites by Neural Networks. International Journal of Theoretical and Applied Mechanics, 6, 1-8