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Model predictive ship trajectory tracking system based on line of sight method

Authors :
Anna Miller
Source :
Bulletin of the Polish Academy of Sciences: Technical Sciences, Vol 71, Iss 5 (2023)
Publication Year :
2023
Publisher :
Polish Academy of Sciences, 2023.

Abstract

Maritime Autonomous Surface Ships (MASS) perfectly fit into the future vision of merchant fleet. MASS autonomous navigation system combines automatic trajectory tracking and supervisor safe trajectory generation subsystems. Automatic trajectory tracking method, using line-of-sight (LOS) reference course generation algorithm, is combined with model predictive control (MPC). Algorithm for MASS trajectory tracking, including cooperation with the dynamic system of safe trajectory generation is described. It allows for better ship control with steady state cross-track error limitation to the ship hull breadth and limited overshoot after turns. In real MASS ships path is defined as set of straight line segments, so transition between trajectory sections when passing waypoint is unavoidable. In the proposed control algorithm LOS trajectory reference course is mapped to the rotational speed reference value, which is dynamically constrained in MPC controller due to dynamically changing reference trajectory in real MASS system. Also maneuver path advance dependent on the path tangential angle difference, to ensure trajectory tracking for turns from 0 to 90 degrees, without overshoot is used. All results were obtained with the use of training ship in real–time conditions.

Details

Language :
English
ISSN :
23001917 and 89654943
Volume :
71
Issue :
5
Database :
Directory of Open Access Journals
Journal :
Bulletin of the Polish Academy of Sciences: Technical Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.514ccede89654943903ca45d8aaaf536
Document Type :
article
Full Text :
https://doi.org/10.24425/bpasts.2023.145763