CN110333726A - A kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction - Google Patents
A kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction Download PDFInfo
- Publication number
- CN110333726A CN110333726A CN201910688674.8A CN201910688674A CN110333726A CN 110333726 A CN110333726 A CN 110333726A CN 201910688674 A CN201910688674 A CN 201910688674A CN 110333726 A CN110333726 A CN 110333726A
- Authority
- CN
- China
- Prior art keywords
- ship
- motion prediction
- safety
- acquisition system
- speed
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 230000001133 acceleration Effects 0.000 claims description 11
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 10
- 239000000523 sample Substances 0.000 claims description 5
- QZXCCPZJCKEPSA-UHFFFAOYSA-N chlorfenac Chemical compound OC(=O)CC1=C(Cl)C=CC(Cl)=C1Cl QZXCCPZJCKEPSA-UHFFFAOYSA-N 0.000 claims description 4
- 238000000034 method Methods 0.000 claims description 4
- LFULEKSKNZEWOE-UHFFFAOYSA-N propanil Chemical compound CCC(=O)NC1=CC=C(Cl)C(Cl)=C1 LFULEKSKNZEWOE-UHFFFAOYSA-N 0.000 claims description 4
- 230000002265 prevention Effects 0.000 claims description 3
- 239000012530 fluid Substances 0.000 claims description 2
- 239000003643 water by type Substances 0.000 description 3
- 230000000386 athletic effect Effects 0.000 description 2
- FAPWRFPIFSIZLT-UHFFFAOYSA-M Sodium chloride Chemical compound [Na+].[Cl-] FAPWRFPIFSIZLT-UHFFFAOYSA-M 0.000 description 1
- 230000004888 barrier function Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 238000012502 risk assessment Methods 0.000 description 1
- 239000011780 sodium chloride Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/02—Control of position or course in two dimensions
- G05D1/0206—Control of position or course in two dimensions specially adapted to water vehicles
Landscapes
- Engineering & Computer Science (AREA)
- Aviation & Aerospace Engineering (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Traffic Control Systems (AREA)
Abstract
The present invention provides a kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction, and ship exercise data acquisition system acquires this shipping in real time and moves attitude data;Environment sensing acquisition system acquires the navigation environment information of this ship;Ship motion prediction computing unit moves attitude data according to this shipping, calculates and predicts the motion profile in ship following a period of time in real time, generate ship motion prediction line;Ship motion profile navaid display system reconstructs the navigation environment information of environment sensing acquisition system acquisition, and ship motion prediction line is overlapped and is shown;Safety of ship aid decision-making system is made calculating with regard to safety of ship index parameter based on ambient enviroment and motion prediction and is estimated, provides safe early warning and suggestion for operation.The present invention is based on ship motion predictions and dynamic scene to capture, and the motion prediction line of ship is shown on the navaid display of driver's cabin, and auxiliary driver makes manipulation decision, improves ship's navigation and harbour is leaned on from the safety in pool.
Description
Technical field
The invention belongs to cruiseway ships to assist driving field, and in particular to a kind of ship based on ship motion prediction
Safety driving assist system.
Background technique
Cruiseway is compared to broad far-reaching saline waters, and with bend, the water surface is narrow, water flow variation is violent, ship
The features such as oceangoing ship spacing is small, increases the complexity that ship navigates by water in complex environment, and driver must have driving abundant to pass through
It tests, according to the different timely steerings of situation and the adjustment speed of a ship or plane.At ship entering and leaving port, due to ships quantity increase, waters it is narrow,
Restriction is more, requires the operation of driver higher.Due to the complexity of Ship Controling and navigation environment, lead to ship's navigation
There are huge navigation risks, easily cause huge society and economic loss.
Summary of the invention
The technical problem to be solved by the present invention is providing a kind of safety of ship auxiliary driving system based on ship motion prediction
System, improves ship's navigation and harbour is leaned on from the safety in pool.
A kind of technical solution taken by the invention to solve the above technical problem are as follows: ship based on ship motion prediction
Safety driving assist system, it is characterised in that: it includes ship exercise data acquisition system, environment sensing acquisition system, ship
Motion prediction computing unit, ship motion profile navaid display system and safety of ship aid decision-making system;Wherein,
The ship exercise data acquisition system moves attitude data for acquiring this shipping in real time, this shipping moves attitude data
Including position during navigation, the speed of a ship or plane, acceleration, azimuth, course angle, course angular speed, course angular acceleration, spiral
Paddle revolving speed and rudder angle;
The environment sensing acquisition system, for acquiring the navigation environment information of this ship, the navigation environment information of this ship includes
The hydrometeorological information of local environment and this ship water proximate environment and his ship are in boat situation;
The ship motion prediction computing unit calculates in real time for moving attitude data according to this shipping and predicts ship not
Carry out the state of motion in a period of time, generates ship motion prediction line;And it can be according to the bow needed for ship to the adjustment with speed
Amount, calculates required rudder angle and revolution speed of propeller;
The ship motion profile navaid display system, for reconstructing the navigation environment letter of environment sensing acquisition system acquisition
Breath, and ship motion prediction line is overlapped and is shown;
The safety of ship aid decision-making system, safety of ship index parameter is made by ambient enviroment and motion prediction based on
It calculates and estimates, safe early warning and suggestion for operation are provided.
According to the above scheme, the ship exercise data acquisition system includes inertia measuring module IMU, positioning device, turns
Fast sensor and angular transducer;The real-time velocity and acceleration of ship is measured by inertia measuring module IMU;It is filled by positioning
It sets progress ship and positions and measure in real time course angle;The revolving speed of propeller is measured by speed probe;Pass through angular transducer
Measure rudder angle.
According to the above scheme, the environment sensing acquisition system includes the weather station being mounted on ship compass deck, meter
The gift of money for a friend going on a journey, camera, solid-state radar, AIS and laser radar.
According to the above scheme, the ship motion prediction computing unit is especially by the relevant experience of application ship's manoeuverability
Regression formula and Fluid Mechanics Computation method, predict the motion profile of ship.
According to the above scheme, the safety of ship aid decision-making system provides surrounding water by the environment sensing acquisition system
Domain navigation environment information, this shipping provided using ship exercise data acquisition system move attitude data as in terms of ship motion prediction
It calculates unit and inputs the motion prediction line provided, time TCPA can be met based on ship minimum and least meeting distance DCPA is assessed in real time
This ship and surrounding ship collision risk provide collision prevention strategy and corresponding bow that ship should be taken to the adjustment amount with speed, and
As reversed input input ship motion prediction computing unit, the revolution speed of propeller and rudder angle that ship should execute are provided, to driving
Member provides reasonable suggest.
The invention has the benefit that the present invention is based on ship motion predictions and dynamic scene to capture, in helping for driver's cabin
The motion prediction line of ship is shown on boat display, auxiliary driver makes manipulation decision, improves ship's navigation and harbour is leaned on
From the safety in pool.
Detailed description of the invention
Fig. 1 is the work flow diagram of one embodiment of the invention.
Specific embodiment
Below with reference to specific example and attached drawing, the present invention will be further described.
The present invention provides a kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction, as shown in Figure 1, it includes
Ship exercise data acquisition system, environment sensing acquisition system, ship motion prediction computing unit, ship motion profile navaid are aobvious
Show system and safety of ship aid decision-making system.
The ship exercise data acquisition system moves attitude data, this ship athletic posture for acquiring this shipping in real time
Data include position during navigation, the speed of a ship or plane, acceleration, azimuth, course angle, course angular speed, course angular acceleration,
Revolution speed of propeller and rudder angle.Ship exercise data acquisition system includes inertia measuring module IMU, positioning device, speed probe
And angular transducer;The real-time velocity and acceleration of ship is measured by inertia measuring module IMU;Ship is carried out by positioning device
Oceangoing ship positions and measures in real time course angle;The revolving speed of propeller is measured by speed probe;Rudder angle is measured by angular transducer.
Positioning device can be GPS or Beidou etc..
The environment sensing acquisition system, for acquiring the navigation environment information of this ship, the navigation environment information of this ship
Including the hydrometeorological information of local environment and this ship water proximate environment and his ship in boat situation.Environment sensing acquisition system
Including weather station, tachometer, camera, solid-state radar, AIS and the laser radar being mounted on ship compass deck, Ke Yigen
According to the horizontal and vertical rotation in specified angle is required, meets environment when navigation and capture requirement.
The ship motion prediction computing unit calculates in real time for moving attitude data according to this shipping and predicts ship
Athletic posture in oceangoing ship a period of time in future, including track, line (add) speed, angle (to add) speed, generate ship motion prediction line;
And the operation parameter such as required rudder angle and revolution speed of propeller is calculated to the adjustment amount with speed according to bow needed for ship.
The ship motion profile navaid display system, for reconstructing the navigation environment of environment sensing acquisition system acquisition
Information, and ship motion prediction line is overlapped and is shown.
The safety of ship aid decision-making system is done based on ambient enviroment and motion prediction with regard to safety of ship index parameter
It calculates and estimates out, safe early warning and suggestion for operation are provided.Specifically, safety of ship aid decision-making system is by the environment sensing
Acquisition system provides water proximate navigation environment information, moves attitude data with this shipping that ship exercise data acquisition system provides
The motion prediction line provided is inputted as ship motion prediction computing unit, and time TCPA and minimum meeting can be met based on ship minimum
Meet distance DCPA and assess this ship and surrounding ship collision risk in real time, provide collision prevention strategy that ship should be taken and corresponding bow to
The propeller that ship should execute is provided and as reversed input input ship motion prediction computing unit with the adjustment amount of speed
Revolving speed and rudder angle provide reasonable suggest to driver.
When ship's navigation or harbour are leaned in from pool process, driver can open the system, and ship exercise data is adopted
Collecting system just start acquire ship's navigation when position, the speed of a ship or plane, acceleration, azimuth, course angle, course angular speed, course angle
The navigational parameters such as acceleration, revolution speed of propeller, rudder angle.Meanwhile environment sensing acquisition system works, by the ship acquired in real time week
It encloses the meteorology in waters, the hydrology, navigation information and is transferred to ship motion profile navaid display system.Ship motion prediction calculates single
Member receives the data of ship exercise data acquisition system acquisition, carries out the prediction of ship motion profile, generates ship motion prediction
Line is transferred to ship motion profile navaid display system.On the one hand ship motion profile navaid display system adopts environment sensing
The ambient condition information of collecting system acquisition is reconstructed, and ship motion prediction line overlap is on the other hand shown field after reconstitution
Jing Zhong is referred to for driver.Safety of ship DAS (Driver Assistant System) is according to motion prediction in ship motion profile navaid display system
The positional relationship of line and other ships or barrier, makes security risk assessment based on index parameters such as TCPA, DCPA, in conjunction with
The ship's navigation data of ship exercise data acquisition system navigate by water proposal on adjustments to driver feedback.
Above embodiments are merely to illustrate design philosophy and feature of the invention, and its object is to make technology in the art
Personnel can understand the content of the present invention and implement it accordingly, and protection scope of the present invention is not limited to the above embodiments.So it is all according to
It is within the scope of the present invention according to equivalent variations made by disclosed principle, mentality of designing or modification.
Claims (5)
1. a kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction, it is characterised in that: it includes ship movement number
According to acquisition system, environment sensing acquisition system, ship motion prediction computing unit, ship motion profile navaid display system and ship
The safe aid decision-making system of oceangoing ship;Wherein,
The ship exercise data acquisition system moves attitude data for acquiring this shipping in real time, this shipping moves attitude data
Including position during navigation, the speed of a ship or plane, acceleration, azimuth, course angle, course angular speed, course angular acceleration, spiral
Paddle revolving speed and rudder angle;
The environment sensing acquisition system, for acquiring the navigation environment information of this ship, the navigation environment information of this ship includes
The hydrometeorological information of local environment and this ship water proximate environment and his ship are in boat situation;
The ship motion prediction computing unit calculates in real time for moving attitude data according to this shipping and predicts ship not
Carry out the state of motion in a period of time, generates ship motion prediction line;And according to bow needed for ship to the adjustment amount with speed,
Rudder angle and revolution speed of propeller needed for calculating;
The ship motion profile navaid display system, for reconstructing the navigation environment letter of environment sensing acquisition system acquisition
Breath, and ship motion prediction line is overlapped and is shown;
The safety of ship aid decision-making system, safety of ship index parameter is made by ambient enviroment and motion prediction based on
It calculates and estimates, safe early warning and suggestion for operation are provided.
2. the safety of ship DAS (Driver Assistant System) according to claim 1 based on ship motion prediction, it is characterised in that: institute
The ship exercise data acquisition system stated includes inertia measuring module IMU, positioning device, speed probe and angular transducer;
The real-time velocity and acceleration of ship is measured by inertia measuring module IMU;By positioning device carry out ship position in real time with
Measure course angle;The revolving speed of propeller is measured by speed probe;Rudder angle is measured by angular transducer.
3. the safety of ship DAS (Driver Assistant System) according to claim 1 based on ship motion prediction, it is characterised in that: institute
The environment sensing acquisition system stated include the weather station being mounted on ship compass deck, tachometer, camera, solid-state radar,
AIS and laser radar.
4. the safety of ship DAS (Driver Assistant System) according to claim 1 based on ship motion prediction, it is characterised in that: institute
The ship motion prediction computing unit stated is especially by the relevant empirical regression formula of application ship's manoeuverability and calculates fluid force
Method predicts the motion profile of ship.
5. the safety of ship DAS (Driver Assistant System) according to claim 1 based on ship motion prediction, it is characterised in that: institute
The safety of ship aid decision-making system stated provides water proximate navigation environment information by the environment sensing acquisition system, with ship
This shipping that exercise data acquisition system provides moves attitude data and inputs the movement provided as ship motion prediction computing unit
The line of prediction can meet time TCPA and least meeting distance DCPA based on ship minimum and assess this ship and surrounding ship collision wind in real time
Danger provides collision prevention strategy and corresponding bow that ship should be taken and inputs ship to the adjustment amount with speed, and as reversed input
Motion prediction computing unit provides revolution speed of propeller and rudder angle that ship should execute, provides reasonable suggest to driver.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910688674.8A CN110333726A (en) | 2019-07-29 | 2019-07-29 | A kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910688674.8A CN110333726A (en) | 2019-07-29 | 2019-07-29 | A kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction |
Publications (1)
Publication Number | Publication Date |
---|---|
CN110333726A true CN110333726A (en) | 2019-10-15 |
Family
ID=68147820
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201910688674.8A Pending CN110333726A (en) | 2019-07-29 | 2019-07-29 | A kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN110333726A (en) |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110956853A (en) * | 2019-11-12 | 2020-04-03 | 武汉理工大学 | Multi-ship collision prediction method, system and storage medium |
CN111272171A (en) * | 2020-04-07 | 2020-06-12 | 上海船舶研究设计院(中国船舶工业集团公司第六0四研究院) | Ship track prediction method and device |
CN111337027A (en) * | 2019-12-27 | 2020-06-26 | 北京海兰信数据科技股份有限公司 | Ship follow-up operation auxiliary driving method and system |
CN111736595A (en) * | 2020-05-20 | 2020-10-02 | 武汉理工大学 | Control method, system and device for ship running track and storage medium |
CN111739345A (en) * | 2020-07-21 | 2020-10-02 | 范文峰 | AIS-based intelligent water monitoring and management method and system |
CN112185171A (en) * | 2020-09-27 | 2021-01-05 | 武汉理工大学 | Ship path planning method fusing experience of ship driver |
CN112445847A (en) * | 2021-01-29 | 2021-03-05 | 中科星图股份有限公司 | Ship track prediction method and device based on Beidou navigation time-frequency data |
CN112634659A (en) * | 2020-12-18 | 2021-04-09 | 大连海事大学 | Embedded-based multi-ship positioning information acquisition and transmission system |
CN112965484A (en) * | 2021-02-03 | 2021-06-15 | 武汉理工大学 | Control system and method for stabilizing ship |
CN113173232A (en) * | 2021-03-08 | 2021-07-27 | 武汉理工大学 | Intelligent ship auxiliary driving control system and method based on man-machine integration |
CN113516874A (en) * | 2021-04-12 | 2021-10-19 | 武汉理工大学 | Waterway transportation system |
CN114464015A (en) * | 2022-02-08 | 2022-05-10 | 北京百度网讯科技有限公司 | Data processing method, data processing device, electronic equipment and storage medium |
CN115743467A (en) * | 2022-11-30 | 2023-03-07 | 深海技术科学太湖实验室 | Ship-side data acquisition system for dynamic testing and deployment method thereof |
Citations (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103353756A (en) * | 2013-05-27 | 2013-10-16 | 武汉理工大学 | Method for monitoring underway ship in real time based on AIS and VTS information integration |
CN103516960A (en) * | 2013-10-16 | 2014-01-15 | 哈尔滨工程大学 | Shipborne video image stabilization method based on ship motion posture prediction |
CN103645635A (en) * | 2013-11-25 | 2014-03-19 | 大连海联自动控制有限公司 | A ship motion controller based on a simulation annealing-reinforcement learning algorithm |
CN103714718A (en) * | 2013-12-31 | 2014-04-09 | 武汉理工大学 | Inland river bridge area ship safe navigation precontrol system |
CN103730031A (en) * | 2014-01-14 | 2014-04-16 | 武汉理工大学 | System and method for inland river bridge zone shipborne sailing active collision prevention |
CN104010167A (en) * | 2014-06-16 | 2014-08-27 | 交通运输部天津水运工程科学研究所 | Real-time virtual ship video displaying method for AIS data |
CN104462856A (en) * | 2014-12-30 | 2015-03-25 | 江苏理工学院 | Ship conflict early warning method |
CN104616352A (en) * | 2015-02-13 | 2015-05-13 | 河海大学常州校区 | Three-dimensional information management method for channel gate section |
JP2016060454A (en) * | 2014-09-22 | 2016-04-25 | 三菱重工業株式会社 | Ship operation schedule optimization system and ship operation schedule optimization method |
CN205354022U (en) * | 2015-12-02 | 2016-06-29 | 南京阖云骥联信息科技有限公司 | System for realize quick acquisition of big data of boats and ships and improve software reusability |
KR101693414B1 (en) * | 2015-02-23 | 2017-01-05 | 충북대학교 산학협력단 | Autonomous Driving Device and Autonomous Driving System |
CN108333605A (en) * | 2017-12-29 | 2018-07-27 | 武汉理工大学 | A kind of ship navigation shunting judgment method and system based on Differential positioning |
CN108550281A (en) * | 2018-04-13 | 2018-09-18 | 武汉理工大学 | A kind of the ship DAS (Driver Assistant System) and method of view-based access control model AR |
CN108846207A (en) * | 2018-06-15 | 2018-11-20 | 哈尔滨工程大学 | A kind of ship movement prediction device and its forecasting procedure based on Non-linear Model Identification |
CN108847054A (en) * | 2018-06-15 | 2018-11-20 | 武汉理工大学 | Ship collision early warning system based on unmanned plane |
CN109213159A (en) * | 2018-08-30 | 2019-01-15 | 上海海事大学 | A method of marine Situation Awareness, which is carried out, with unmanned plane monitors ship path |
CN109263826A (en) * | 2018-08-30 | 2019-01-25 | 武汉理工大学 | Ship Intelligent Collision Avoidance system and method based on maneuverability modeling |
CN109299815A (en) * | 2014-12-30 | 2019-02-01 | 江苏理工学院 | Ship trajectory predictions method |
CN109976290A (en) * | 2019-04-26 | 2019-07-05 | 大连海事大学 | A kind of monitoring of unmanned boat operational configuration and security evaluation control system |
CN110009937A (en) * | 2019-03-21 | 2019-07-12 | 武汉理工大学 | A kind of ship collision risk analysis method based on AIS data |
-
2019
- 2019-07-29 CN CN201910688674.8A patent/CN110333726A/en active Pending
Patent Citations (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103353756A (en) * | 2013-05-27 | 2013-10-16 | 武汉理工大学 | Method for monitoring underway ship in real time based on AIS and VTS information integration |
CN103516960A (en) * | 2013-10-16 | 2014-01-15 | 哈尔滨工程大学 | Shipborne video image stabilization method based on ship motion posture prediction |
CN103645635A (en) * | 2013-11-25 | 2014-03-19 | 大连海联自动控制有限公司 | A ship motion controller based on a simulation annealing-reinforcement learning algorithm |
CN103714718A (en) * | 2013-12-31 | 2014-04-09 | 武汉理工大学 | Inland river bridge area ship safe navigation precontrol system |
CN103730031A (en) * | 2014-01-14 | 2014-04-16 | 武汉理工大学 | System and method for inland river bridge zone shipborne sailing active collision prevention |
CN104010167A (en) * | 2014-06-16 | 2014-08-27 | 交通运输部天津水运工程科学研究所 | Real-time virtual ship video displaying method for AIS data |
JP2016060454A (en) * | 2014-09-22 | 2016-04-25 | 三菱重工業株式会社 | Ship operation schedule optimization system and ship operation schedule optimization method |
CN104462856A (en) * | 2014-12-30 | 2015-03-25 | 江苏理工学院 | Ship conflict early warning method |
CN109299815A (en) * | 2014-12-30 | 2019-02-01 | 江苏理工学院 | Ship trajectory predictions method |
CN104616352A (en) * | 2015-02-13 | 2015-05-13 | 河海大学常州校区 | Three-dimensional information management method for channel gate section |
KR101693414B1 (en) * | 2015-02-23 | 2017-01-05 | 충북대학교 산학협력단 | Autonomous Driving Device and Autonomous Driving System |
CN205354022U (en) * | 2015-12-02 | 2016-06-29 | 南京阖云骥联信息科技有限公司 | System for realize quick acquisition of big data of boats and ships and improve software reusability |
CN108333605A (en) * | 2017-12-29 | 2018-07-27 | 武汉理工大学 | A kind of ship navigation shunting judgment method and system based on Differential positioning |
CN108550281A (en) * | 2018-04-13 | 2018-09-18 | 武汉理工大学 | A kind of the ship DAS (Driver Assistant System) and method of view-based access control model AR |
CN108846207A (en) * | 2018-06-15 | 2018-11-20 | 哈尔滨工程大学 | A kind of ship movement prediction device and its forecasting procedure based on Non-linear Model Identification |
CN108847054A (en) * | 2018-06-15 | 2018-11-20 | 武汉理工大学 | Ship collision early warning system based on unmanned plane |
CN109213159A (en) * | 2018-08-30 | 2019-01-15 | 上海海事大学 | A method of marine Situation Awareness, which is carried out, with unmanned plane monitors ship path |
CN109263826A (en) * | 2018-08-30 | 2019-01-25 | 武汉理工大学 | Ship Intelligent Collision Avoidance system and method based on maneuverability modeling |
CN110009937A (en) * | 2019-03-21 | 2019-07-12 | 武汉理工大学 | A kind of ship collision risk analysis method based on AIS data |
CN109976290A (en) * | 2019-04-26 | 2019-07-05 | 大连海事大学 | A kind of monitoring of unmanned boat operational configuration and security evaluation control system |
Cited By (19)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110956853B (en) * | 2019-11-12 | 2022-02-22 | 武汉理工大学 | Multi-ship collision prediction method, system and storage medium |
CN110956853A (en) * | 2019-11-12 | 2020-04-03 | 武汉理工大学 | Multi-ship collision prediction method, system and storage medium |
CN111337027A (en) * | 2019-12-27 | 2020-06-26 | 北京海兰信数据科技股份有限公司 | Ship follow-up operation auxiliary driving method and system |
CN111272171A (en) * | 2020-04-07 | 2020-06-12 | 上海船舶研究设计院(中国船舶工业集团公司第六0四研究院) | Ship track prediction method and device |
CN111272171B (en) * | 2020-04-07 | 2023-05-30 | 上海船舶研究设计院(中国船舶工业集团公司第六0四研究院) | Ship track prediction method and device |
CN111736595A (en) * | 2020-05-20 | 2020-10-02 | 武汉理工大学 | Control method, system and device for ship running track and storage medium |
CN111739345A (en) * | 2020-07-21 | 2020-10-02 | 范文峰 | AIS-based intelligent water monitoring and management method and system |
CN112185171B (en) * | 2020-09-27 | 2022-04-15 | 武汉理工大学 | Ship path planning method fusing experience of ship driver |
CN112185171A (en) * | 2020-09-27 | 2021-01-05 | 武汉理工大学 | Ship path planning method fusing experience of ship driver |
CN112634659A (en) * | 2020-12-18 | 2021-04-09 | 大连海事大学 | Embedded-based multi-ship positioning information acquisition and transmission system |
CN112445847A (en) * | 2021-01-29 | 2021-03-05 | 中科星图股份有限公司 | Ship track prediction method and device based on Beidou navigation time-frequency data |
CN112965484A (en) * | 2021-02-03 | 2021-06-15 | 武汉理工大学 | Control system and method for stabilizing ship |
CN112965484B (en) * | 2021-02-03 | 2022-05-10 | 武汉理工大学 | Control system and method for stabilizing ship |
CN113173232A (en) * | 2021-03-08 | 2021-07-27 | 武汉理工大学 | Intelligent ship auxiliary driving control system and method based on man-machine integration |
CN113516874A (en) * | 2021-04-12 | 2021-10-19 | 武汉理工大学 | Waterway transportation system |
CN113516874B (en) * | 2021-04-12 | 2023-01-17 | 武汉理工大学 | Waterway transportation system |
CN114464015A (en) * | 2022-02-08 | 2022-05-10 | 北京百度网讯科技有限公司 | Data processing method, data processing device, electronic equipment and storage medium |
CN115743467A (en) * | 2022-11-30 | 2023-03-07 | 深海技术科学太湖实验室 | Ship-side data acquisition system for dynamic testing and deployment method thereof |
CN115743467B (en) * | 2022-11-30 | 2024-01-26 | 深海技术科学太湖实验室 | Ship end data acquisition system for dynamic test |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110333726A (en) | A kind of safety of ship DAS (Driver Assistant System) based on ship motion prediction | |
Skulstad et al. | A hybrid approach to motion prediction for ship docking—Integration of a neural network model into the ship dynamic model | |
Ferri et al. | The HydroNet ASV, a small-sized autonomous catamaran for real-time monitoring of water quality: From design to missions at sea | |
CN108444478A (en) | A kind of mobile target visual position and orientation estimation method for submarine navigation device | |
JP6288933B2 (en) | Route display device and route display method | |
CN103176451B (en) | Ship sailing aiding and formation commanding method | |
CN111966106B (en) | Intelligent ship formation berthing method based on ship-ship cooperation | |
CN103901806A (en) | Intelligent ship berthing assistance system and method | |
CN106643723B (en) | A kind of unmanned boat safe navigation dead reckoning method | |
CN111272171B (en) | Ship track prediction method and device | |
WO2014074215A1 (en) | Maritime autonomous station keeping (mask) | |
CN107942095A (en) | Wave glider actual heading Forecasting Methodology | |
RU2467914C1 (en) | Method of ship navigability control and device to this end | |
CN111026135A (en) | High-performance sailing feedforward control system and control method for unmanned ship | |
RU2759068C1 (en) | Method for automatic pilotage of ship | |
JP4528636B2 (en) | Marine display device | |
Wang et al. | Dynamic model-aided localization of underwater autonomous gliders | |
RU2463205C2 (en) | System of ship automatic control | |
CN107063300A (en) | Method of estimation is disturbed in a kind of underwater navigation system kinetic model based on inverting | |
KR102185898B1 (en) | System and method for measuring wave height of ocean | |
EP3389021A1 (en) | Indicator method and system for a vessel | |
Hinostroza et al. | Manoeuvring test for a self-running ship model in various water depth conditions | |
NL1028841C2 (en) | Forecast the course of a vessel. | |
RU2760823C1 (en) | Experimental marine modular complex | |
CN109507707A (en) | A kind of integrated navigation control method waterborne and its control system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20191015 |
|
RJ01 | Rejection of invention patent application after publication |