Based on the finite element method, the strength and stiffness of spacesuit hatch closure under internal pressure are calculated. The optimization model of the hinges configuration is established to reduce residual internal force of the hinges. An improvement configuration of the hinges is obtained. The results demonstrate that the optimal configuration of the hinges of the irregular shaped pressure vessel can reduce the residual internal force as a result of the structural plastic deformation.