Fatty acid methyl esters (FAMEs) constitute a broad range of compounds derived through the esterification of fatty acids with methanol. Characterized their unique chemical attributes, FAMEs play crucial roles in various fields. Uses of FAMEs span to biodiesel production. Research on FAMEs center on their sustainability. Quantification of FAMEs u