High-load mechanical systems often rely on a High Load Capacity Compression Spring to withstand harsh axial force. Despite high material strength and reinforced wire geometry, unexpected buckling events still appear under peak loading conditions, creating abrupt loss of stability rather than gradual deformation. Such behavior is not only a material strength issue. It is closely tied...