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