Abstract: Based on the statistic analysis of engine cylinder wear and maximum vehicle mileage, the distribut-ing rule of cylinder wear was determined through K-S examination and the research method to ascertain the parameter of the membership function for engine cylinder wear failure and engine cylinder reliability was pro-posed by fuzzy entropy. Result of calculation and analysis shows that maximum vehicle mileage is 176 130 km in which the engine cylinder has good reliability and economy.