Fatty acid methyl esters are a ubiquitous class of substances identified in various domains. Their extensive utilization span throughout spheres such as biodiesel production. Moreover, the manufacture of fatty acid methyl esters involves a elaborate process that includes several essential steps. Comprehending the properties of fatty acid methyl