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