The paper assesses the project quality of single aircraft shelter by adopting artificial neural networks, and a BP assessment model is established. The model is used to assess the project quality through self-study, association, memory, and classifying based on the specialists assessing result of every project. According to the theory and practice, it is proved that the neural networks can assess the single aircraft shelter project quality more precisely.