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