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