Cargando…

H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles

In this paper, a time-delayed fractional order adaptive sliding mode control algorithm is proposed for a two-wheel self-balancing vehicle system. The closed-loop system is proved based on the Lyapunov-Razumikhin function. The switching function is designed to make the system robust when facing uncer...

Descripción completa

Detalles Bibliográficos
Autores principales: Xue, Han, Fang, Qionglin, Zhong, Jifeng, Shao, Zhe-ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436360/
https://www.ncbi.nlm.nih.gov/pubmed/32849863
http://dx.doi.org/10.1155/2020/4529131
_version_ 1783572523565187072
author Xue, Han
Fang, Qionglin
Zhong, Jifeng
Shao, Zhe-ping
author_facet Xue, Han
Fang, Qionglin
Zhong, Jifeng
Shao, Zhe-ping
author_sort Xue, Han
collection PubMed
description In this paper, a time-delayed fractional order adaptive sliding mode control algorithm is proposed for a two-wheel self-balancing vehicle system. The closed-loop system is proved based on the Lyapunov-Razumikhin function. The switching function is designed to make the system robust when facing uncertainties and external disturbances. It is designed to avoid monotonically increasing gains and can handle state-dependent uncertainties without a prior bound. The two-wheel self-balancing vehicle used in the experiment consists of a gyroscope MPU-6050 and accelerometer, a motor driving circuit composed of a motor driving chip TB6612FNG, and STM32F103x8B that is selected as the control core. The experimental results show that the time-delayed fractional order adaptive sliding mode control algorithm can make the vehicle achieve autonomous balance and quickly restore its stable state while appropriate disturbance is introduced.
format Online
Article
Text
id pubmed-7436360
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-74363602020-08-25 H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles Xue, Han Fang, Qionglin Zhong, Jifeng Shao, Zhe-ping Comput Intell Neurosci Research Article In this paper, a time-delayed fractional order adaptive sliding mode control algorithm is proposed for a two-wheel self-balancing vehicle system. The closed-loop system is proved based on the Lyapunov-Razumikhin function. The switching function is designed to make the system robust when facing uncertainties and external disturbances. It is designed to avoid monotonically increasing gains and can handle state-dependent uncertainties without a prior bound. The two-wheel self-balancing vehicle used in the experiment consists of a gyroscope MPU-6050 and accelerometer, a motor driving circuit composed of a motor driving chip TB6612FNG, and STM32F103x8B that is selected as the control core. The experimental results show that the time-delayed fractional order adaptive sliding mode control algorithm can make the vehicle achieve autonomous balance and quickly restore its stable state while appropriate disturbance is introduced. Hindawi 2020-08-10 /pmc/articles/PMC7436360/ /pubmed/32849863 http://dx.doi.org/10.1155/2020/4529131 Text en Copyright © 2020 Han Xue et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xue, Han
Fang, Qionglin
Zhong, Jifeng
Shao, Zhe-ping
H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles
title H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles
title_full H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles
title_fullStr H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles
title_full_unstemmed H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles
title_short H (∞) Time-Delayed Fractional Order Adaptive Sliding Mode Control for Two-Wheel Self-Balancing Vehicles
title_sort h (∞) time-delayed fractional order adaptive sliding mode control for two-wheel self-balancing vehicles
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436360/
https://www.ncbi.nlm.nih.gov/pubmed/32849863
http://dx.doi.org/10.1155/2020/4529131
work_keys_str_mv AT xuehan htimedelayedfractionalorderadaptiveslidingmodecontrolfortwowheelselfbalancingvehicles
AT fangqionglin htimedelayedfractionalorderadaptiveslidingmodecontrolfortwowheelselfbalancingvehicles
AT zhongjifeng htimedelayedfractionalorderadaptiveslidingmodecontrolfortwowheelselfbalancingvehicles
AT shaozheping htimedelayedfractionalorderadaptiveslidingmodecontrolfortwowheelselfbalancingvehicles