The invention relates to the technical field of
aircraft manufacturing, and discloses a precise positioning and spraying thickness
control system in an aircraft paint spraying
hangar, which consists of a
data acquisition unit, a model construction unit and a spraying
control unit. The
data acquisition unit collects the spraying position, thickness and reference data in real time through a high-precision sensor, and a training
data set is formed. The model construction unit constructs a positioning and thickness control model based on a
machine learning
algorithm, and performs correction and optimization through a residual error fitting model. And the spraying
control unit generates a spraying position and thickness adjusting instruction according to the trained model in combination with real-
time data, so that accurate spraying is realized. The sensor technology, the
data processing technology and the
machine learning technology are integrated, the
automation and intelligence level of paint spraying operation is improved, the spraying uniformity and consistency are ensured, the overall quality of an
airplane is improved, meanwhile, paint resources are saved, the manufacturing cost is reduced, and remarkable technical advantages and application value are achieved.