The document discusses optimizing biodiesel production from sunflower oil using response surface methodology. A central composite design was used to analyze how temperature, catalyst concentration, and molar ratio of methanol to oil affect biodiesel yield. The linear terms of temperature and catalyst concentration, as well as their interaction and the interaction of temperature and molar ratio, significantly impacted yield. The maximum predicted yield of 98.181% was determined to occur at 48°C, a methanol to oil ratio of 6.825:1, 0.679 wt% catalyst concentration, 290 rpm stirring speed, and 2 hours of reaction time.