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