The global push for sustainable energy solutions has led to increased attention on biofuels as alternatives to conventional fossil fuels. Among these, algae biofuel has emerged as a promising solution due to its high lipid content, rapid growth, and ability to grow on non-arable land. Unlike traditional crop-based biofuels, algae biofuel does not compete with food production, offering an...