Speed control method for marine vessel, and marine vessel
A speed control method to control a speed of a marine vessel includes determining a vessel speed based on a first moving average value which is a moving average value of a vertical speed of a hull, or a moving average value of a vertical acceleration of the hull, and based on an occurrence probability density distribution of a wave height.
1 . A speed control method to control a speed of a marine vessel, the speed control method comprising:
using a controller to determine a target vessel speed based on a first moving average value which is a moving average value of a vertical speed of a hull, or a moving average value of a vertical acceleration of the hull, and based on an occurrence probability density distribution of a wave height;
using the occurrence probability density distribution of the wave height to estimate an assumed maximum vertical speed as the vertical speed of the hull corresponding to an assumed maximum wave height which is a maximum wave height that can occur at a predetermined probability or less; and control the speed of the marine vessel based on the to determine step.
2 . The speed control method according to claim 1 , further comprising:
performing a delay compensation of the first moving average value.
3 . The speed control method according to claim 2 , wherein
in the delay compensation, a prediction value of the current first moving average value is calculated based on the first moving average value, a current vessel speed, and a second moving average value which is a moving average value of the vessel speed.
4 . The speed control method according to claim 1 , wherein
the occurrence probability density distribution of the wave height follows a Rayleigh probability density distribution.
5 . The speed control method according to claim 4 , wherein
a relationship between an average wave height and the assumed maximum wave height is expressed by a Rayleigh cumulative distribution function; and
the speed control method further comprises estimating the assumed maximum vertical speed based on a ratio of the assumed maximum wave height with respect to the average wave height and on the first moving average value.
6 . The speed control method according to claim 1 , wherein the predetermined probability is 5%.
7 . The speed control method according to claim 1 , wherein the speed control method uses a trained model, and the speed control method further comprises:
inputting the first moving average value and a predetermined probability value to the trained model; and
predicting, by using an output of the trained model, an assumed maximum vertical speed which is a vertical speed of the hull corresponding to an assumed maximum wave height which is a maximum wave height that can occur at the predetermined probability value or less; wherein
the trained model is implemented by machine learning using, as training data, the assumed maximum vertical speed associated with the first moving average value and the predetermined probability value.
8 . The speed control method according to claim 1 , further comprising:
calculating the target vessel speed from a set vertical speed as a vertical speed of the hull, which corresponds to an allowable degree of impact applied to the hull, from the assumed maximum vertical speed, and from a current vessel speed.
9 . The speed control method according to claim 8 , further comprising:
performing feedback control for a propulsive force of a propulsion device of the marine vessel based on the target vessel speed and the current vessel speed.
10 . The speed control method according to claim 1 , further comprising:
calculating a vertical speed of the hull or a vertical acceleration of the hull based on a behavior of the hull using a Kalman filter.
11 . The speed control method according to claim 10 , wherein the behavior of the hull is measured using an inertial measurement unit.
12 . A marine vessel comprising:
a controller configured or programmed to control a vessel speed by determining a target vessel speed based on a moving average value of a vertical speed of a hull, or a moving average value of a vertical acceleration of the hull, and on an occurrence probability density distribution of a wave height; wherein
the occurrence probability density distribution of the wave height estimates an assumed maximum vertical speed as the vertical speed of the hull corresponding to an assumed maximum wave height which is a maximum wave height that can occur at a predetermined probability or less; and the controller controls the vessel speed.