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Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm
This work presents optimal linear quadratic regulator (LQR) based on genetic algorithm (GA) to solve the two degrees of freedom (2 DoF) motion control problem in head seas for wave piercing catamarans (WPC). The proposed LQR based GA control strategy is to select optimal weighting matrices (Q and R)...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5927446/ https://www.ncbi.nlm.nih.gov/pubmed/29709008 http://dx.doi.org/10.1371/journal.pone.0196107 |
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author | Liang, Lihua Yuan, Jia Zhang, Songtao Zhao, Peng |
author_facet | Liang, Lihua Yuan, Jia Zhang, Songtao Zhao, Peng |
author_sort | Liang, Lihua |
collection | PubMed |
description | This work presents optimal linear quadratic regulator (LQR) based on genetic algorithm (GA) to solve the two degrees of freedom (2 DoF) motion control problem in head seas for wave piercing catamarans (WPC). The proposed LQR based GA control strategy is to select optimal weighting matrices (Q and R). The seakeeping performance of WPC based on proposed algorithm is challenged because of multi-input multi-output (MIMO) system of uncertain coefficient problems. Besides the kinematical constraint problems of WPC, the external conditions must be considered, like the sea disturbance and the actuators (a T-foil and two flaps) control. Moreover, this paper describes the MATLAB and LabVIEW software plats to simulate the reduction effects of WPC. Finally, the real-time (RT) NI CompactRIO embedded controller is selected to test the effectiveness of the actuators based on proposed techniques. In conclusion, simulation and experimental results prove the correctness of the proposed algorithm. The percentage of heave and pitch reductions are more than 18% in different high speeds and bad sea conditions. And the results also verify the feasibility of NI CompactRIO embedded controller. |
format | Online Article Text |
id | pubmed-5927446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-59274462018-05-11 Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm Liang, Lihua Yuan, Jia Zhang, Songtao Zhao, Peng PLoS One Research Article This work presents optimal linear quadratic regulator (LQR) based on genetic algorithm (GA) to solve the two degrees of freedom (2 DoF) motion control problem in head seas for wave piercing catamarans (WPC). The proposed LQR based GA control strategy is to select optimal weighting matrices (Q and R). The seakeeping performance of WPC based on proposed algorithm is challenged because of multi-input multi-output (MIMO) system of uncertain coefficient problems. Besides the kinematical constraint problems of WPC, the external conditions must be considered, like the sea disturbance and the actuators (a T-foil and two flaps) control. Moreover, this paper describes the MATLAB and LabVIEW software plats to simulate the reduction effects of WPC. Finally, the real-time (RT) NI CompactRIO embedded controller is selected to test the effectiveness of the actuators based on proposed techniques. In conclusion, simulation and experimental results prove the correctness of the proposed algorithm. The percentage of heave and pitch reductions are more than 18% in different high speeds and bad sea conditions. And the results also verify the feasibility of NI CompactRIO embedded controller. Public Library of Science 2018-04-30 /pmc/articles/PMC5927446/ /pubmed/29709008 http://dx.doi.org/10.1371/journal.pone.0196107 Text en © 2018 Liang 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 Liang, Lihua Yuan, Jia Zhang, Songtao Zhao, Peng Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm |
title | Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm |
title_full | Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm |
title_fullStr | Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm |
title_full_unstemmed | Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm |
title_short | Design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm |
title_sort | design a software real-time operation platform for wave piercing catamarans motion control using linear quadratic regulator based genetic algorithm |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5927446/ https://www.ncbi.nlm.nih.gov/pubmed/29709008 http://dx.doi.org/10.1371/journal.pone.0196107 |
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