Short-Glass-Fiber Aspect Ratios in Polyamide-6 Composites: Homogenization and Deep Learning-Based Scanning Image-Microscope Segmentation Comparison DOI Creative Commons
Evgenii Kurkin,

Vladislava Chertykovtseva,

A. V. Sedelnikov

et al.

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(23), P. 11464 - 11464

Published: Dec. 9, 2024

This paper presents a comparative analysis of fiber aspect ratios using scanning electron microscopy (SEM) and the mean field homogenization approach. The novelty this work lies in an effective length evaluation based on makes it possible to use microscope image samples corresponding sample size microtomography. Molded pellets four polyamide-6 short-glass fiber-reinforced composites with mass fractions 15%, 30%, 50% were considered. ratio distribution measured by SEM for investigated materials was 20.25 coefficient variation 5.1%. obtained theory tensile curve approximation underestimated at 13.698 5.2%. deviation between micro- macro-estimates can be represented as 68% 8.5%. developed technology preparing automated processing used study other short-reinforced polymer composite materials. estimates serve useful reference when calibrating models short-fiber-reinforced

Language: Английский

Statistical Study of the Mechanical Behavior of the New Fiber from the Strelitzia Juncea Plant Fibers: Application in Ecological Yarns DOI Creative Commons

Hassina Gheribi,

Soumia Teyar,

Messaouda Boumaaza

et al.

Journal of Natural Fibers, Journal Year: 2024, Volume and Issue: 21(1)

Published: Sept. 2, 2024

To develop efficient, durable, and eco-friendly natural fiber composites, this study examines the physical properties of Strelitzia Juncea (SJ) for potential industrial use. The focus is on how gauge length affects mechanical SJ fibers, aiming to manufacture textile yarns. Tensile tests were performed yarns varying diameters (0.95, 1.26, 1.76 mm). In addition, 150 fibers across five-gauge lengths (GL) from 10 50 mm gave a strength 731 270 MPa Young's modulus 28 31 GPa, with statistical analysis applied evaluate data's variability. Statistical techniques assess quantify dispersion. Results analyzed using Weibull distributions different probability indices, along least squares (LS) maximum likelihood (ML) estimation techniques. Furthermore, each tensile characteristic, one-factor variance (ANOVA) was five groups.

Language: Английский

Citations

9

Natural Fiber Thermoplastic Composites: Exploring the Impact of Plasma Surface Treatment on Viscoelastic and Thermal Behavior DOI

Anjumol K. S,

Senthil Maharaj P. S. R.,

Jibin Keloth Paduvilan

et al.

Materials Chemistry and Physics, Journal Year: 2025, Volume and Issue: unknown, P. 130599 - 130599

Published: Feb. 1, 2025

Language: Английский

Citations

1

Fiber Treatment Impact on the Thermal Behavior of Biomass/Palm-fibers Polylactic-acid Hybrid Biocomposites DOI Creative Commons
Abdelaziz Lekrine, Ahmed Belaadi,

Isma Dembri

et al.

Materials Chemistry and Physics, Journal Year: 2025, Volume and Issue: unknown, P. 130651 - 130651

Published: March 1, 2025

Language: Английский

Citations

1

Effect of alkaline treatment on the thermo-physicochemical and mechanical properties of biochar powder/Washingtonia robusta fibers/PLA hybrid biocomposites DOI Creative Commons

Isma Dembri,

Ahmed Belaadi, Abdelaziz Lekrine

et al.

Journal of Materials Research and Technology, Journal Year: 2024, Volume and Issue: 33, P. 9735 - 9751

Published: Nov. 1, 2024

Language: Английский

Citations

7

Integrated Analytical and Finite Element-Based Modelling, Manufacturing, and Characterisation of Vacuum-Infused Thermoplastic Composite Laminates Cured at Room Temperature DOI Open Access
Vinícius Carrillo Beber, Pedro Henrique Evangelista Fernandes, Christof Nagel

et al.

Journal of Composites Science, Journal Year: 2024, Volume and Issue: 8(12), P. 545 - 545

Published: Dec. 23, 2024

Due to their improved recyclability, thermoplastic composites (TPCs) are increasing application across industries. The current work deals with the dimensioning, manufacturing, and characterisation of vacuum-infused TPCs cured at RT made non-crimp glass fabric liquid acrylic-based resin Elium©. Laminates 10 12 layers achieved a fibre weight content 73% measured by burn-off process, which corresponds volume 55%. Three-point bending tests revealed strength 636.17 ± 25.70 MPa modulus 24,600 400 for layer laminate. Using micro-mechanical models, unidirectional elastic constants calculated applied in classical laminate theory (CLT) optimising composite lay-ups maximising stiffness, whilst yielding thickness prediction error −0.18% −1.99%. Additionally, FEA simulations predicted −4.47% illustrated, aid Tsai–Hill criterion, relationship between onset failure discrepancies experimental results simulations. This investigation demonstrates effective analytical numerical methods dimensioning performance TPCs.

Language: Английский

Citations

4

Mechanical, thermal, morphological, and rheological behavior of recycled polypropylene/pine needle biochar composite: An innovative approach towards circular economy DOI Creative Commons

Hemlata

Polymer Composites, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 17, 2025

Abstract In order to accomplish an effective valorization of biochar derived from pine needle waste (PNW) as a potential filler develop green composites based on polypropylene bottle flakes (wPP) explored through twin screw extruder and injection molding. A comprehensive analysis the composites, including mechanical, thermal, rheological, morphological were characterized investigated. The best mechanical performance wPP/biochar composite was obtained at 40 wt% content tensile modulus substantially enhanced by 97.30%, flexural 141.92%, strength 54.60% compressive 28.85% while elongation break reduced 10.18% 79.83% with respect wPP. Thermogravimetric (TGA) showed that adding thermal stability wPP/biochar. Differential scanning calorimetry (DSC) revealed increases crystallinity wPP matrix 10 highest (66.72%) achieved. Scanning electron microscopy (SEM) images suggested interlocking structure between matrix. complex viscosity, storage modulus, viscous are incorporating biochar. Modified Cole–Cole plot van‐Gurp restriction polymer chain mobility in presence Highlights Reutilization needles plastic promotes circular economy. Biochar gasification process improved properties composite. composites. SEM reveals infiltration pores.

Language: Английский

Citations

0

Pyrolysis Characteristics of Aramid Fiber/Phenolic Resin Composites DOI
Ping Wang, Zhi Wang, Fang Qu

et al.

Combustion Science and Technology, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 14

Published: Jan. 21, 2025

Language: Английский

Citations

0

Sustainable Composites from Sugarcane Bagasse Fibers and Bio-Based Epoxy with Insights into Wear Performance, Thermal Stability, and Machine Learning Predictive Modeling DOI Open Access

Mahima Samanth,

Pavan Hiremath, G. Divya Deepak

et al.

Journal of Composites Science, Journal Year: 2025, Volume and Issue: 9(3), P. 124 - 124

Published: March 6, 2025

The global push for sustainable materials has intensified the research on natural fiber-reinforced composites. This study investigates potential of sugarcane bagasse fibers, combined with a bio-based epoxy matrix, as alternative high-performance A comprehensive approach was adopted, including wear testing, thermal and structural characterization, machine learning predictive modeling. Ethylene dichloride-treated fibers exhibited lowest rate (0.245 mg/m) highest stability (T20% = 260 °C, char yield 1.3 mg), highlighting role optimized surface modifications. XRD (X-ray diffraction) analysis revealed that pre-treated achieved crystallinity index 62%, underscoring importance alignment in fiber-matrix bonding. Machine insights using Random Forest model identified fiber treatment most significant parameter influencing performance, accurate predictions validated through experimental results. work demonstrates transformative polymer composites, offering pathway environmentally friendly, lightweight, durable material solutions. These findings integrate rigor computational insights, paving way advancements fiber-based composite technologies.

Language: Английский

Citations

0

Characterization of the natural fiber extracted from Lawsonia inermis plant stem – An approach of sustainable development DOI Creative Commons
Thandavamoorthy Raja,

Akhilesh Arora,

Chandrabhan Patel

et al.

Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104915 - 104915

Published: April 1, 2025

Language: Английский

Citations

0

Advanced latent thermal energy storage design featuring three dividers: Optimizing multi-enclosure system with ANN-driven models and hybrid phase change material integration DOI

Zhonghong Li,

Lin Wu,

Mohamed Shaban

et al.

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 122, P. 116603 - 116603

Published: April 15, 2025

Language: Английский

Citations

0