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