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