Biofuel is created from various biomass feedstocks. These feedstocks have many chemical and physical variations. My capstone looks at the chemical and physical difference of herbaceous biomass, woody biomass, and biowaste to understand how different characteristics affect the quality of production and the final product, as well as identifying the ideal parameters of the feedstock.