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