This study investigates how design parameters like porosity and particle radius of lithium-ion battery electrodes affect battery capacity and performance. The results indicate that increasing the negative electrode's porosity and particle radius significantly impacts battery discharge behavior, while changes in the positive electrode exhibit minimal effects. Future work aims to experimentally validate these findings and explore additional factors influencing battery performance.