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