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