LiDAR Data-Driven Deep Network for Ship Berthing Behavior Prediction in Smart Port Systems
Accurate ship berthing behavior prediction (BBP) is essential for enabling collision warnings and support decision-making. Existing methods based on Automatic Identification System (AIS) data perform well in the task of ship trajectory prediction over ...
Jiyou Wang +4 more
doaj +2 more sources
Research on Ship Automatic Berthing Algorithm Based on Flow Matching and Velocity Matching
Addressing the automatic berthing task for vessels, this study introduces the Flow Matching Double Section Bezier Berth Method (FM-DSB) for handling downstream and upstream berthing instructions.
Yi Zhang +3 more
doaj +2 more sources
Automatic collision avoidance of ships [PDF]
One of the key elements in automatic simulation of ship manoeuvring in confined waterways is route finding and collision avoidance. This paper presents a new practical method of automatic trajectory planning and collision avoidance based on an artificial
Lee, B.S., Han, D., Xue, Y.
core +4 more sources
Evaluation Model of Ship Berthing Behavior Based on AIS Data
In recent years, the research on ship behavior and ship berthing behavior is a hot topic in the navigation theory research, but the research on ship berthing behavior evaluation is relatively less.
Cheng Fang, Jingang Yin, Hongxiang Ren
doaj +1 more source
Warm-started semionline trajectory planner for ship’s automatic docking (berthing)
In the usual framework of control, a reference trajectory is needed as the set point for a feedback controller. This reference trajectory can be generated by solving a trajectory optimization problem. This problem is a continuous optimal control problem (OCP) that is transcribed into a finite-dimensional nonlinear optimization problem (NLP) and solved ...
Dimas M. Rachman +3 more
openaire +3 more sources
Automatic Ship Berthing Using Parallel Neural Controller [PDF]
Abstract In this paper a parallel ANN(artificial neural networks) for the automatic berthing will be discussed. This controller has a separated hidden layer each control an engine and a rudder respectively. Using this controller simulations were carried out where the initial conditions such as ship's positions and heading angle are different from ...
Namkyun Im, Kazuhiko Hasegawa
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Real-time Detection Technique of the Target in a Berth for Automatic Ship Berthing [PDF]
In this paper vector code correlation(VCC) method and an algorithm to promote the image-processing performance in building an effective measurement system using cameras are described far automatically berthing and controlling the ship equipped with side-thrusters.
openaire +1 more source
Research on the Testing Device and Method of Ship’s Automatic Berthing and Unberthing
Abstract This research analyzes the test device and test method of the ship's automatic berthing and unberthing test, and creates an automatic berthing and unberthing test device. The device includes a test working condition setting module, a shore-based data communication module, a test data recording module, and a shipboard data ...
Xuelin Wang +4 more
openaire +1 more source
Research on the Control Strategy and Control Method of Ship’s Automatic Berthing
Abstract Ship berthing and maneuvering have become one of the difficult and complex maneuvers. With the development of large-scale, rapid, and automated ships, the navigation safety and efficiency of ships have become more and more important.
Hankun Shi +4 more
openaire +1 more source
Research on optimization of ship’s automatic berthing and unberthing control model
Abstract The automatic berthing and unberthing of ships is one of the very important links in the process of ship navigation. Due to the relative increase of interference from external factors such as wind, waves, currents, and the relative increase in system information, the automatic berthing and unberthing operations are more ...
Hongmao Zhou +4 more
openaire +1 more source

