Membrane canopy structures offer a distinctive fusion of architectural aesthetics and physical efficiency. To maximize their performance, consideration must be given to the meticulous design of the membrane substrate. Factors such as membrane gauge, support system configuration, and loading conditions materially affect the overall stability of the