[HTML][HTML] Review on natural plant fibres and their hybrid composites for structural applications: Recent trends and future perspectives

SO Ismail, E Akpan, HN Dhakal - Composites Part C: Open Access, 2022 - Elsevier
Sustainability and environmental protection have given rise to the use of renewable and
biobased materials in several application areas. Fibre reinforced composites are currently …

[HTML][HTML] Current trends and applications of machine learning in tribology—A review

M Marian, S Tremmel - Lubricants, 2021 - mdpi.com
Machine learning (ML) and artificial intelligence (AI) are rising stars in many scientific
disciplines and industries, and high hopes are being pinned upon them. Likewise, ML and …

Natural fiber reinforced polymer composites: A comprehensive review of Tribo‐Mechanical properties

AR Bhat, R Kumar, PKS Mural - Tribology International, 2023 - Elsevier
The escalating industry-wide requirement for environmentally friendly materials has led to
an augmented emphasis on natural fibers. Their intrinsic biodegradability, lightweight …

Optimized machine learning with hyperparameter tuning and response surface methodology for predicting tribological performance in bio‐composite materials

S Sengottaiyan, S Subbarayan… - Polymer …, 2024 - Wiley Online Library
This study investigates the influence of NaOH treatment on tribological behavior in hybrid
fiber‐reinforced composites, specifically employing Banana fiber with Al2O3 filler in an …

[HTML][HTML] Design of a friction material for brake pads based on rice husk and its derivatives

D Carlevaris, M Leonardi, G Straffelini, S Gialanella - Wear, 2023 - Elsevier
Commercial vehicle brake pads play an important role in the environmental impact caused
by road transport. Their complex raw material requirements and increasingly prevalent …

Enhancing tribological performance of hybrid fiber-reinforced composites through machine learning and response surface methodology

S Sathiyamurthy, S Saravanakumar… - Journal of Reinforced …, 2024 - journals.sagepub.com
This study delves into the significant effects of sodium hydroxide (NaOH) treatment on the
tribological properties of hybrid fiber-reinforced composites, specifically focusing on the …

Tribo-informatics: Concept, architecture, and case study

Z Zhang, N Yin, S Chen, C Liu - Friction, 2021 - Springer
Friction plays a vital role in energy dissipation, device failure, and even energy supply in
modern society. After years of research, data and information on tribology research are …

Prediction of friction coefficient of su-8 and its composite coatings using machine learning techniques

AS Mohammed, S Dodla, JK Katiyar… - Proceedings of the …, 2023 - journals.sagepub.com
Machine learning (ML) techniques are used to predict the coefficient of friction of an epoxy
polymer resin (SU-8) and its composite coatings deposited on a silicon wafer. Filler type and …

Sustainable fiber extraction and determination of mechanical and wear properties of Borassus flabellifer sprout fiber-reinforced polymer composites

B NagarajaGanesh, B Rekha, C Kailasanathan… - Biomass Conversion …, 2024 - Springer
Composite materials remain as the preferred source for the material engineers to develop
light weight products for domestic and industrial applications. The prime objective of this …

[HTML][HTML] Monomer selection for in situ polymerization infusion manufacture of natural-fiber reinforced thermoplastic-matrix marine composites

Y Qin, J Summerscales, J Graham-Jones, M Meng… - Polymers, 2020 - mdpi.com
Awareness of environmental issues has led to increasing interest from composite
researchers in using “greener” materials to replace synthetic fiber reinforcements and …