Hull behavior control system and marine vessel

1. A hull behavior control system for controlling behavior of a hull of a marine vessel including a propeller, the hull behavior control system comprising:

a memory; and

at least one controller coupled to the memory and configured or programmed to:

control a propulsion force of the marine vessel using the propeller;

obtain a water surface shape around the marine vessel;

estimate movement of a wave based on the water surface shape; and

reduce the propulsion force by controlling the propeller when a determination is made that an impact force equal to or greater than a threshold value will act on the hull after the hull travels over the wave whose movement has been estimated; wherein

the at least one controller is configured or programmed to not reduce the propulsion force when it is determined that a reduction of the propulsion force results in the marine vessel going into a wave next to the wave whose movement has been estimated, even when the determination is made that the impact force equal to or greater than the threshold value will act on the hull after the hull travels over the wave whose movement has been estimated.

2. The hull behavior control system according to claim 1 , wherein the at least one controller is configured or programmed to make the determination when the hull is determined to leave the wave whose movement has been estimated.

3. The hull behavior control system according to claim 1 , wherein the at least one controller is configured or programmed to:

control rotation of the propeller; and

reduce a rotational speed of the propeller when the impact force equal to or greater than the threshold value will act on the hull.

4. The hull behavior control system according to claim 1 , wherein the at least one controller is configured or programmed to:

obtain water surface undulation information in a traveling direction of the marine vessel based on the water surface shape;

extract a wave from the water surface undulation information; and

estimate movement of the extracted wave.

5. The hull behavior control system according to claim 4 , wherein the at least one controller is configured or programmed to:

obtain the water surface undulation information only in the traveling direction of the marine vessel based on the water surface shape;

extract the wave from the water surface undulation information; and

estimate movement of the extracted wave.

6. The hull behavior control system according to claim 4 , wherein the at least one controller is configured or programmed to:

delete information equal to or below an average water level from the water surface undulation information; and

extract the wave by fitting a Gaussian function to the water surface undulation information from which the information equal to or below the average water level has been deleted.

7. The hull behavior control system according to claim 4 , wherein the at least one controller is configured or programmed to estimate the movement of the extracted wave by tracking a crest of the wave.

8. The hull behavior control system according to claim 1 , wherein the at least one controller is configured or programmed to use a Kalman filter to estimate movement of a wave from a water surface shape not obtained by the at least one controller because the wave is hidden by the hull.

9. The hull behavior control system according to claim 1 , wherein

the at least one controller is configured or programmed to:

input a water surface image obtained by the at least one controller into a first machine learning model that has been trained; and

estimate the movement of the wave based on a water surface shape output from the first machine learning model; and

the first machine learning model is generated by machine learning using training data including water surface images associated with respective water surface shapes.

10. The hull behavior control system according to claim 1 , wherein the at least one controller is configured or programmed to determine whether or not the impact force equal to or greater than the threshold value will act on the hull after the hull travels over the wave whose movement has been estimated using regression analysis with at least a wave height of the wave and a vessel speed of the marine vessel as variables.

11. The hull behavior control system according to claim 1 , wherein the at least one controller is configured or programmed to determine whether or not the impact force equal to or greater than the threshold value will act on the hull after the hull travels over the wave whose movement has been estimated using an equation of motion of the hull in waves based on at least a wave height of the wave whose movement has been estimated and a vessel speed of the marine vessel.

12. The hull behavior control system according to claim 1 , wherein

the at least one controller is configured or programmed to:

input, into a second machine learning model that has been trained, at least a wave height of the wave whose movement has been estimated and a vessel speed of the marine vessel; and

determine whether or not the impact force equal to or greater than the threshold value will act on the hull after the hull travels over the wave whose movement has been estimated using an output of the second trained machine learning model; and

the second machine learning model is generated by machine learning using training data including at least wave heights of the wave whose movement has been estimated and vessel speeds of the marine vessel, and the wave heights and the vessel speeds are associated with respective behaviors of the hull.

13. The hull behavior control system according to claim 1 , wherein, before determining whether or not the impact force equal to or greater than the threshold value will act on the hull after the hull travels over the wave whose movement has been estimated, the at least one controller is configured or programmed to:

obtain a wave condition around the marine vessel; and

set a vessel speed based on the wave condition around the marine vessel.

14. A marine vessel comprising:

a hull;

a propeller; and

the hull behavior control system according to claim 1 .

15. A hull behavior control system for controlling behavior of a hull of a marine vessel, the hull behavior control system comprising:

a memory; and

at least one controller coupled to the memory and configured or programmed to:

control a posture of the hull;

obtain a water surface shape around the marine vessel;

estimate movement of a wave based on the obtained water surface shape; and

when it is determined that an impact force equal to or greater than a threshold value will act on the hull after the hull travels over the wave whose movement has been estimated, change the posture of the hull so as to reduce the impact force; wherein

the at least one controller is configured or programmed to not change the posture of the hull when it is determined that a change of the posture of the hull results in the marine vessel going into a wave next to the wave whose movement has been estimated, even when it is determined that the impact force equal to or greater than the threshold value will act on the hull after the hull travels over the wave whose movement has been estimated.

16. The hull behavior control system according to claim 15 , wherein the at least one controller is configured or programmed to make the determination when the hull is determined to leave the wave whose movement has been estimated.

17. The hull behavior control system according to claim 15 , wherein

the marine vessel includes a hull posture controller to control a posture of the hull;

the at least one controller is configured or programmed to control the hull posture controller; and

when it is determined that the impact force equal to or greater than the threshold value will act on the hull after the hull travels over the wave whose movement has been estimated, control the hull posture controller to change the posture of the hull so as to reduce the impact force.

18. A marine vessel comprising:

a hull:

a posture controller; and

the hull behavior control system according to claim 15 .