Developments in chemical treatments, manufacturing techniques and potential applications of natural-fibers-based biodegradable composites

MY Khalid, R Imran, ZU Arif, N Akram, H Arshad… - Coatings, 2021 - mdpi.com
The utilization of synthetic materials stimulates environmental concerns, and researchers
worldwide are effectively reacting to environmental concerns by transitioning towards …

The role of artificial neural networks in prediction of mechanical and tribological properties of composites—a comprehensive review

UMR Paturi, S Cheruku, NS Reddy - Archives of Computational Methods …, 2022 - Springer
The artificial neural network (ANN) approach motivated by the biological nervous system is
an inspiring mathematical tool that simulates many complicated engineering applications …

Predictive ANN models for varying filler content for cotton fiber/PVC composites based on experimental load displacement curves

MK Kazi, F Eljack, E Mahdi - Composite Structures, 2020 - Elsevier
In this paper, artificial neural network (ANN) models are developed to predict the load-
displacement curves for better understanding the behavior of cotton fiber/polyvinyl chloride …

[HTML][HTML] Recent developments on the overmolding process for the fabrication of thermoset and thermoplastic composites by the integration of nano/micron-scale …

N Aliyeva, HS Sas, BS Okan - Composites Part A: Applied Science and …, 2021 - Elsevier
Overmolding process is one of the growing advanced technologies for fabricating
lightweight composite structures used in the aerospace and automotive industries. This …

Mechanical, morphological, and tribological characterization of novel walnut shell-reinforced polylactic acid-based biocomposites and prediction based on artificial …

SK Mishra, S Dahiya, B Gangil, L Ranakoti… - Biomass Conversion …, 2024 - Springer
Biocomposites are now being viewed as an almost perfect alternative to conventional
nonbiodegradable polymers. In addition, the use of natural fillers further augments the value …

Synthesis and mechanical properties of natural fiber reinforced epoxy/polyester/polypropylene composites: a review

GK Sathishkumar, M Ibrahim… - Journal of Natural …, 2022 - Taylor & Francis
Natural fiber is a resource that is found abundantly and cost effective. It is decomposed
easily and biodegradable. Natural fibers have a vital place in the industry and have the …

Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters

C Joo, H Park, J Lim, H Cho… - International Journal of …, 2022 - Wiley Online Library
The physical properties required in polypropylene composites (PPCs) vary depending on
the purpose of use. In the manufacturing of PPCs, it is crucial to determine the types and …

Optimal filler content for cotton fiber/PP composite based on mechanical properties using artificial neural network

MK Kazi, F Eljack, E Mahdi - Composite Structures, 2020 - Elsevier
In this paper, a machine learning-based approach has been proposed to integrate artificial
intelligence during the designing of fiber-reinforced polymeric composites. With the help of …

Development of thermal insulation panels bio-composite containing cardboard and date palm fibers

A Benallel, A Tilioua, M Garoum - Journal of Cleaner Production, 2024 - Elsevier
This study aims to determine the thermal, acoustic, and hygroscopic properties of materials
designed for building thermal insulation. These materials are composed of cardboard …

Design and thermophysical characterization of new thermal insulation panels based on cardboard waste and vegetable fibers

A Benallel, A Tilioua, M Ettakni, M Ouakarrouch… - Sustainable Energy …, 2021 - Elsevier
The primary objective of this study is to develop and characterize from cardboard waste and
plant fibers new thermal insulation materials. For this purpose, we used separately four …