In the process of ship navigation, the reliability of various components is directly related to the safety of the ship, crew, and cargo. Among them, Marine Doors (ship doors) are key protective components in the ship structure, responsible for separating spaces, resisting harsh environments, and ensuring cabin safety. It is widely distributed in various areas