Biomass can be turned into gas, liquid, and solid fuels to replace fossil fuels. Researchers are studying ways to make clean, high-quality fuels from renewable biomass resources. This paper reviews different methods for creating shaped biomass fuels and discusses the technology and equipment needed for production. The paper also highlights current challenges and future trends in biomass fuel production.