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