We investigate the long-time dynamics of a coupled system of structurally damped wave equations on a smooth bounded domain, with linear symmetric coupling modulated by a parameter \(\varkappa > 0\) . As \(\varkappa \rightarrow \infty \) , the system exhibits a singular limiting behavior: The two components synchronize and converge to a single strongly damped wave equation with a rescaled nonlinearity. We rigorously justify this singular limit both at the level of trajectories and global attractors. In particular, we establish the convergence of solutions to those of the limiting problem and prove the upper semicontinuity of global attractors with respect to \(\varkappa \) , including in the singular regime \(\varkappa \rightarrow \infty \) . Our approach combines uniform-in- \(\varkappa \) energy bounds, compactness arguments, and quasi-stability techniques, unveiling the structural robustness of the global dynamics under strong coupling limits.