As electronic products continue to evolve toward higher density and thinner form factors, asymmetric PCB (Printed Circuit Board) stackups have become increasingly common. However, structural asymmetry—such as uneven copper distribution, dielectric thickness imbalance, or layer count mismatch—introduces internal stresses that often lead to board warpage. Excessive warpage can...

 Currently, printed circuit board (PCB) manufacturers predominantly utilize automated machinery for production. However, these modules operate relatively independently, with weak data interoperability between management systems and automated equipment. This often prevents flexible adjustments to production line configurations and schedules, resulting in low production efficiency,...