Biodiesel production, a crucial step towards sustainable fuel sources, needs constant improvement to maximize efficiency and yield. One critical aspect of this optimization is the determination of optimal feedstocks. Diverse oil sources, such as vegetable oils or animal fats, possess distinct properties that can influence biodiesel quality and prod