Biodiesel production, a crucial step towards sustainable fuel sources, requires constant improvement to maximize efficiency and yield. One critical 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 affect biodiesel quality and