The global population growth and increasing energy demands are driving the need for sustainable energy sources to preserve fossil fuels and ensure a stable energy future. Bioenergy, particularly biodiesel, has gained attention as a promising alternative to conventional diesel due to its environmental benefits and potential for using waste materials. Biodiesel is recognized for its ability to reduce greenhouse gas emissions, improve air quality,