Optimization of Zinc Oxide Nanoparticles (ZnO NPs) for Enhanced Yield and Antimicrobial Efficacy in Cotton
Keywords:
Principal Component Analysis; Zinc Oxide Nanoparticles; Antimicrobial Textiles; Multifunctional Cotton; Process OptimizationAbstract
This study employs Principal Component Analysis (PCA) to examine the relationships between synthesis parameters and functional properties of zinc oxide (ZnO) nanoparticle-coated cotton textiles. Five samples (CT1–CT5) were prepared with varying precursor concentrations (0.1–0.5 M), reaction pH (7–11), reaction and calcination temperatures (60–100 °C; 400–600 °C), and ZnO loading (1–3% w/v). The fabrics were tested for antimicrobial efficacy (zone of inhibition, minimum inhibitory concentration), wash durability, tensile strength, and cytocompatibility. PCA showed that 92.4% of the variance was explained by two components. PC1 (79.8%) represented a synthesis intensity gradient, with all parameters covarying positively and correlating with improved performance. PC2 (12.6%) represented a trade-off axis, highlighting an inverse relationship between wash durability and antimicrobial/mechanical properties. Results indicate that higher synthesis intensities (CT4, CT5) yield superior multifunctionality, providing a quantitative framework for optimizing antimicrobial textiles.