In recent times, there has been a significant movement toward sustainability in the food industry, marked by a growing emphasis on inventive programs that repurpose kitchen waste for eco-friendly applications. One pioneering effort involves converting kitchen grease, extracted by devices such as Automatic Grease Recovery Units (AGRUs) like Grease Guardian, into biofuels. This is known