Enhancing mechanical performance of MWCNT filler with jute/kenaf/glass composite: a statistical optimization study using RSM and ANN
Saveetha University · King Saud University · +2 more institutions
Abstract
Fibre sequencing greatly affects bending and hardness of fibre-reinforced composites. Fiber-matrix bonding, orientation, and sequencing boost composite strength, especially when nanoparticles are added to improve mechanical properties. Lining fibres with loading direction optimises conditions. Fibre orientation, sequencing, and MWCNT addition affected the composite's flexural strength and hardness in this study. Fibre orientation, sequencing, and nanoparticle incorporation were examined. The study examined how fibre properties affect quality using Response Surface Methodology (RSM) and Analysis of Variance (ANOVA). An Artificial Neural Network (ANN) examined several factors. Model-expected response values were…
Citation impact
- FWCI
- 29.71
- Percentile
- 100%
- References
- 24
Authors
6Topics & keywords
- Kenaf
- Filler (materials)
- Materials science
- Composite material
- Composite number
- Response surface methodology
- Mathematics
- Fiber