Agricultural biomass can be a great source of energy, especially in rural areas. It is the fourth largest energy resource globally, after coal, oil, and gas. Using biomass as fuel is good for the environment because it absorbs carbon dioxide while growing and releases it during combustion. Different types of agricultural biomass have unique characteristics. By studying these materials, we can find ways to use them as a renewable and environmentally friendly fuel. This research shows that biomass has the potential to replace fossil fuels and be a key part of sustainable energy systems.