Impact of Classroom Infrastructure on Student Performance

Resumen

Due to the growing demand for an eco-friendly lithium-ion battery sustainable energy storage system, this study investigated the theoretical and predictive models of particle dynamics in cassava starch (CS)-polyvinylpyrrolidone (PVP) nanocomposite polymer electrolytes for lithium-ion batteries. In this study, the material composition consists of CS and PVP in five different mass ratios, with the addition of fixed additives comprising glycerol, borax, TiO₂ and lithium acetate dihydrate. These materials were condensed into nanocomposite polymer electrolyte films using the direct-heating solution casting method.  The data collected from these samples were analyzed using ionic conductivity, Nernst-Einstein, Fick’s law of diffusion, Faraday’s law of electrolysis, stress-strain, and Kissinger activation theoretical models; while, multiple regression model was employed as the predictive model