The paper makes analysis on the requirements and procedure of quality control for purchasing parts in the process of machinery manufacture. Based on the theory and method of fuzzy-neural network, the fuzzy BP model of quality control for purchasing parts is established, and the optimal weights in the process of quality control are also determined[Descriptors] Fuzzy BP model Manufacturing process Purchasing part Quality