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