Biodiesel production, a significant step towards sustainable fuel sources, needs constant optimization to maximize efficiency and yield. One critical aspect of this optimization is the selection of appropriate feedstocks. Different oil sources, such as vegetable oils or animal fats, possess distinct characteristics that can affect biodiesel quality