Fatty acid methyl esters are a ubiquitous class of materials recognized in various domains. Their extensive employment span throughout industries such as biodiesel production. Additionally, the synthesis of fatty acid methyl esters involves a complex process that entails several critical stages. Understanding the properties of fatty acid methyl