Wood pellets have gained popularity as an efficient heating fuel because they are an eco-friendly substitute for fossil fuels. Compressed wood waste pieces, cylindrical objects, have numerous applications, including residential heating, industrial processes, and power generation. Wood pellets are the preferred heating choice for households and businesses because they offer high energy efficiency and sustainable emissions benefits.