This review explores how biomass can be turned into clean fuel called ethanol. The researchers looked at different sources of biomass, enzymes, tiny organisms, and technology used in making fuel ethanol. They discussed the current state of ethanol production and talked about the future in this field. Ultimately, the focus is on finding ways to produce fuel ethanol efficiently and sustainably to meet the world's energy needs.