The main reason for performing HDS is to reduce the sulfur content in fuels, which is crucial for environmental regulations and public health. Sulfur oxides (SOx), produced during the combustion of sulfur-containing fuels, are major pollutants contributing to acid rain and respiratory problems. Therefore, HDS is essential for producing cleaner fuels that meet stringent environmental standards.