“…Ship maneuverability, also referred to as ship motion performance, is a vital factor in maritime operations, serving as a key indicator that impacts ship design and the advancement of the international shipping industry. In 2002, the International Maritime Organization (IMO) embraced the Ship Maneuverability Standard Resolution MSC.137(76) [1], laying out essential criteria that ships are required to adhere to [2]. Without regard to the influence of the navigation environment, that is, the water and the depth of the water are not limited [3], the IMO Ship Maneuverability Standard evaluates a ship's maneuverability based on six key properties: inherent stability [4], direction keeping, redirection, bow-rocking suppression [5], gyration, and stopping [6].…”