Biodiesel production, a crucial step towards sustainable fuel sources, requires constant refinement to maximize efficiency and yield. One essential aspect of this optimization is the choice of appropriate feedstocks. Diverse oil sources, such as vegetable oils or animal fats, possess distinct properties that can affect biodiesel quality and product