Biodiesel production, a significant step towards sustainable fuel sources, requires constant refinement to maximize efficiency and yield. One fundamental 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 affect biodiesel quality an