Predictive Control of a Supercavitating Vehicle Based on Time-Delay Characteristics

Supercavitation technology can greatly improve the speed of underwater vehicles by reducing drag. However, the time-delay characteristic of a supercavitating vehicle presents control challenge. In this paper, a linear parameter-varying (LPV) time-delay model for a supercavitating vehicle is establis...

Full description

Bibliographic Details
Main Authors: Yuntao Han, Zhen Xu, Lianwu Guan
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
LMI
Online Access:https://ieeexplore.ieee.org/document/9303436/
id doaj-d1b25dfa106248138a6363ad23986adc
record_format Article
spelling doaj-d1b25dfa106248138a6363ad23986adc2021-04-05T17:35:57ZengIEEEIEEE Access2169-35362021-01-019134991351210.1109/ACCESS.2020.30465179303436Predictive Control of a Supercavitating Vehicle Based on Time-Delay CharacteristicsYuntao Han0https://orcid.org/0000-0002-0889-6468Zhen Xu1Lianwu Guan2https://orcid.org/0000-0001-8803-910XCollege of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, ChinaCollege of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, ChinaCollege of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, ChinaSupercavitation technology can greatly improve the speed of underwater vehicles by reducing drag. However, the time-delay characteristic of a supercavitating vehicle presents control challenge. In this paper, a linear parameter-varying (LPV) time-delay model for a supercavitating vehicle is established by analysing the time-delay characteristics of the planing force. Moreover, considering that the cavitation radius is easily perturbed by external disturbances, a supercavitating LPV delay model depicted as a polytope is established. Based on the model, a predictive controller based on time-delay characteristics is designed. The controller can solve linear matrix inequalities (LMI) online to find the optimal solution at a given moment. In addition, the controller introduces a different Lyapunov function and multiple free control variables to reduce the system's conservativeness and expand the system's initial feasible region, which can improve the control performance of the system. A simulation verifies that the system exhibits good stability and robustness.https://ieeexplore.ieee.org/document/9303436/LMIpredictive controllerplaning forcesupercavitationtime-delay characteristics
collection DOAJ
language English
format Article
sources DOAJ
author Yuntao Han
Zhen Xu
Lianwu Guan
spellingShingle Yuntao Han
Zhen Xu
Lianwu Guan
Predictive Control of a Supercavitating Vehicle Based on Time-Delay Characteristics
IEEE Access
LMI
predictive controller
planing force
supercavitation
time-delay characteristics
author_facet Yuntao Han
Zhen Xu
Lianwu Guan
author_sort Yuntao Han
title Predictive Control of a Supercavitating Vehicle Based on Time-Delay Characteristics
title_short Predictive Control of a Supercavitating Vehicle Based on Time-Delay Characteristics
title_full Predictive Control of a Supercavitating Vehicle Based on Time-Delay Characteristics
title_fullStr Predictive Control of a Supercavitating Vehicle Based on Time-Delay Characteristics
title_full_unstemmed Predictive Control of a Supercavitating Vehicle Based on Time-Delay Characteristics
title_sort predictive control of a supercavitating vehicle based on time-delay characteristics
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description Supercavitation technology can greatly improve the speed of underwater vehicles by reducing drag. However, the time-delay characteristic of a supercavitating vehicle presents control challenge. In this paper, a linear parameter-varying (LPV) time-delay model for a supercavitating vehicle is established by analysing the time-delay characteristics of the planing force. Moreover, considering that the cavitation radius is easily perturbed by external disturbances, a supercavitating LPV delay model depicted as a polytope is established. Based on the model, a predictive controller based on time-delay characteristics is designed. The controller can solve linear matrix inequalities (LMI) online to find the optimal solution at a given moment. In addition, the controller introduces a different Lyapunov function and multiple free control variables to reduce the system's conservativeness and expand the system's initial feasible region, which can improve the control performance of the system. A simulation verifies that the system exhibits good stability and robustness.
topic LMI
predictive controller
planing force
supercavitation
time-delay characteristics
url https://ieeexplore.ieee.org/document/9303436/
work_keys_str_mv AT yuntaohan predictivecontrolofasupercavitatingvehiclebasedontimedelaycharacteristics
AT zhenxu predictivecontrolofasupercavitatingvehiclebasedontimedelaycharacteristics
AT lianwuguan predictivecontrolofasupercavitatingvehiclebasedontimedelaycharacteristics
_version_ 1721539351037345792