Based on the ability of neural network in classification and recognization, a feed forward multi layer neural network is applied in the diagnosis of adhesive bond quality between metallic and nonmetallic components of a pressure vessel through acoustic feature extraction in the frequency domain, based upon the acoustic response on knocking the pressure vessel It is shown that the method of extracting the feature and establishing the neural network model is effective for diagnosing the adhesive qualiti...