Abstract: PE butt weld was tested by ultrasonic. By analyzing the defect wave got from the test, eight features were extracted. Then the principal component analysis and regression analysis were used to study these features and a linear expression related with features was got. By this study, a reliable base was given to ultrasonic flaw intelligent detection.