Cargando…

The Intelligent Control System and Experiments for an Unmanned Wave Glider

The control system designing of Unmanned Wave Glider (UWG) is challenging since the control system is weak maneuvering, large time-lag and large disturbance, which is difficult to establish accurate mathematical model. Meanwhile, to complete marine environment monitoring in long time scale and large...

Descripción completa

Detalles Bibliográficos
Autores principales: Liao, Yulei, Wang, Leifeng, Li, Yiming, Li, Ye, Jiang, Quanquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5179121/
https://www.ncbi.nlm.nih.gov/pubmed/28005956
http://dx.doi.org/10.1371/journal.pone.0168792
_version_ 1782485318404931584
author Liao, Yulei
Wang, Leifeng
Li, Yiming
Li, Ye
Jiang, Quanquan
author_facet Liao, Yulei
Wang, Leifeng
Li, Yiming
Li, Ye
Jiang, Quanquan
author_sort Liao, Yulei
collection PubMed
description The control system designing of Unmanned Wave Glider (UWG) is challenging since the control system is weak maneuvering, large time-lag and large disturbance, which is difficult to establish accurate mathematical model. Meanwhile, to complete marine environment monitoring in long time scale and large spatial scale autonomously, UWG asks high requirements of intelligence and reliability. This paper focuses on the “Ocean Rambler” UWG. First, the intelligent control system architecture is designed based on the cerebrum basic function combination zone theory and hierarchic control method. The hardware and software designing of the embedded motion control system are mainly discussed. A motion control system based on rational behavior model of four layers is proposed. Then, combining with the line-of sight method(LOS), a self-adapting PID guidance law is proposed to compensate the steady state error in path following of UWG caused by marine environment disturbance especially current. Based on S-surface control method, an improved S-surface heading controller is proposed to solve the heading control problem of the weak maneuvering carrier under large disturbance. Finally, the simulation experiments were carried out and the UWG completed autonomous path following and marine environment monitoring in sea trials. The simulation experiments and sea trial results prove that the proposed intelligent control system, guidance law, controller have favorable control performance, and the feasibility and reliability of the designed intelligent control system of UWG are verified.
format Online
Article
Text
id pubmed-5179121
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-51791212017-01-04 The Intelligent Control System and Experiments for an Unmanned Wave Glider Liao, Yulei Wang, Leifeng Li, Yiming Li, Ye Jiang, Quanquan PLoS One Research Article The control system designing of Unmanned Wave Glider (UWG) is challenging since the control system is weak maneuvering, large time-lag and large disturbance, which is difficult to establish accurate mathematical model. Meanwhile, to complete marine environment monitoring in long time scale and large spatial scale autonomously, UWG asks high requirements of intelligence and reliability. This paper focuses on the “Ocean Rambler” UWG. First, the intelligent control system architecture is designed based on the cerebrum basic function combination zone theory and hierarchic control method. The hardware and software designing of the embedded motion control system are mainly discussed. A motion control system based on rational behavior model of four layers is proposed. Then, combining with the line-of sight method(LOS), a self-adapting PID guidance law is proposed to compensate the steady state error in path following of UWG caused by marine environment disturbance especially current. Based on S-surface control method, an improved S-surface heading controller is proposed to solve the heading control problem of the weak maneuvering carrier under large disturbance. Finally, the simulation experiments were carried out and the UWG completed autonomous path following and marine environment monitoring in sea trials. The simulation experiments and sea trial results prove that the proposed intelligent control system, guidance law, controller have favorable control performance, and the feasibility and reliability of the designed intelligent control system of UWG are verified. Public Library of Science 2016-12-22 /pmc/articles/PMC5179121/ /pubmed/28005956 http://dx.doi.org/10.1371/journal.pone.0168792 Text en © 2016 Liao et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Liao, Yulei
Wang, Leifeng
Li, Yiming
Li, Ye
Jiang, Quanquan
The Intelligent Control System and Experiments for an Unmanned Wave Glider
title The Intelligent Control System and Experiments for an Unmanned Wave Glider
title_full The Intelligent Control System and Experiments for an Unmanned Wave Glider
title_fullStr The Intelligent Control System and Experiments for an Unmanned Wave Glider
title_full_unstemmed The Intelligent Control System and Experiments for an Unmanned Wave Glider
title_short The Intelligent Control System and Experiments for an Unmanned Wave Glider
title_sort intelligent control system and experiments for an unmanned wave glider
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5179121/
https://www.ncbi.nlm.nih.gov/pubmed/28005956
http://dx.doi.org/10.1371/journal.pone.0168792
work_keys_str_mv AT liaoyulei theintelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT wangleifeng theintelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT liyiming theintelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT liye theintelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT jiangquanquan theintelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT liaoyulei intelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT wangleifeng intelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT liyiming intelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT liye intelligentcontrolsystemandexperimentsforanunmannedwaveglider
AT jiangquanquan intelligentcontrolsystemandexperimentsforanunmannedwaveglider