Fatty acid methyl esters are a ubiquitous class of substances identified in various fields. Their manifold applications span throughout industries such as biodiesel production. Additionally, the creation of fatty acid methyl esters involves a complex process that entails several critical steps. Understanding the characteristics of fatty acid me