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...
Autores principales: | , , , , |
---|---|
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 |