Biodiesel production, a crucial step towards sustainable fuel sources, needs constant improvement to maximize efficiency and yield. One essential aspect of this optimization is the choice of optimal feedstocks. Diverse oil sources, such as vegetable oils or animal fats, possess distinct attributes that can influence biodiesel quality and production