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