Abstract: To solve the problems of energy-saving and reducing discharge, reducing cost and improving coke, the paper analyzed the main factor that influence coke, and selected 6 indexes to predict the quality of coke, as well as established the GA optimized neural network coke quality prediction model. The Application shows that the GA optimized neural network coke quality prediction model has better adaptability and prediction precision, and has some application velue.