Biodiesel production, a significant step towards sustainable fuel sources, requires constant refinement to maximize efficiency and yield. One critical aspect of this optimization is the selection of suitable feedstocks. Varied oil sources, such as vegetable oils or animal fats, possess distinct characteristics that can impact biodiesel quality and