The invention discloses a digital
intelligent design method for an aerodynamic
thermal protection system of a wide-area aircraft, and belongs to the technical field of
aerospace thermal protection. Firstly, a flight path model is established and an aerodynamic thermal environment is calculated; constructing a structured
database containing the thermal physical attributes of the materials; sample data is generated through high-fidelity heat conduction-
ablation coupling physical
simulation, and a proxy model is trained to achieve rapid
performance prediction; on the basis, a multi-objective optimization model with the weight and the cost as objectives and the back wall temperature, the
ablation depth, the interface temperature and the
total thickness as constraints is established, and a
global optimization algorithm is adopted for scheme automatic optimization; and finally, through high-fidelity
simulation verification, the design is ensured to meet the precision indexes that the highest surface temperature deviation is less than or equal to 100 DEG C, the back temperature deviation is less than or equal to 20 DEG C and the
ablation prediction error is less than or equal to 2 times. The wide-range
adaptive capacity that the coverage Mach number is 2-8 and the
flight height is smaller than or equal to 60 km is achieved, the design efficiency and precision are remarkably improved, and the
system weight and cost are reduced.