Path following controller for autonomous ships: simulation, experiment, and application in shallow water

IF 2.7 4区 工程技术 Q2 ENGINEERING, CIVIL Journal of Marine Science and Technology Pub Date : 2024-01-16 DOI:10.1007/s00773-023-00980-3
Changyuan Chen, Guillaume Delefortrie, Marc Mansuy, Evert Lataire
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Abstract

This study aims to develop a practical path following controller and examine its control effects for large-sized ships in shallow water. First, a new controller is designed and implemented in a ship manoeuvring simulator, and the controller’s tracking capacity is evaluated via controlling a 6 DOF math model following a prescribed path at various speeds and water depths. Then, towing tank tests are conducted with the corresponding physical model to validate the simulation results. Based on experimental results, comparisons are executed between the proposed controller and the traditional controllers (e.g. fuzzy controller). Finally, the applicability of the controller is investigated through simulations of the ship transiting the Panama Canal, meanwhile, the bank effects on the controller’s performance are discussed. The results show that the designed controller offers satisfactory tracking performance. Simulation results match well with the experimental results despite slight discrepancies. Additionally, satisfactory path following performance is obtained by the simulations in the canal. To conclude, the proposed controller is able to fulfill path following missions in shallow water with high precision and can be applied in the manoeuvring simulator.

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自动驾驶船舶的路径跟踪控制器:模拟、实验和浅水应用
本研究旨在开发一种实用的路径跟踪控制器,并检验其对浅水区大型船舶的控制效果。首先,在船舶操纵模拟器中设计并实现了一种新的控制器,并通过控制一个 6 DOF 数学模型在不同速度和水深下按照规定路径行驶来评估控制器的跟踪能力。然后,利用相应的物理模型进行拖曳试验,以验证模拟结果。根据实验结果,对提出的控制器和传统控制器(如模糊控制器)进行了比较。最后,通过模拟船舶通过巴拿马运河的情况,研究了控制器的适用性,同时讨论了银行对控制器性能的影响。结果表明,所设计的控制器具有令人满意的跟踪性能。仿真结果与实验结果尽管略有出入,但匹配度很高。此外,在运河中的仿真也获得了令人满意的路径跟踪性能。总之,所提出的控制器能够在浅水中高精度地完成路径跟踪任务,并可应用于操纵模拟器中。
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来源期刊
Journal of Marine Science and Technology
Journal of Marine Science and Technology 工程技术-工程:海洋
CiteScore
5.60
自引率
3.80%
发文量
47
审稿时长
7.5 months
期刊介绍: The Journal of Marine Science and Technology (JMST), presently indexed in EI and SCI Expanded, publishes original, high-quality, peer-reviewed research papers on marine studies including engineering, pure and applied science, and technology. The full text of the published papers is also made accessible at the JMST website to allow a rapid circulation.
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