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A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm

The active stabilizer bar is used to improve the vehicle's safety when steering at high speeds. In this paper, the spatial dynamics model and nonlinear double-track dynamics model are used to simulate vehicle oscillations. Besides, the nonlinear tire model is also used. This is a completely nov...

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Detalles Bibliográficos
Autores principales: Nguyen, Duc Ngoc, Nguyen, Tuan Anh, Dang, Ngoc Duyen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9676511/
https://www.ncbi.nlm.nih.gov/pubmed/36419663
http://dx.doi.org/10.1016/j.heliyon.2022.e11715
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author Nguyen, Duc Ngoc
Nguyen, Tuan Anh
Dang, Ngoc Duyen
author_facet Nguyen, Duc Ngoc
Nguyen, Tuan Anh
Dang, Ngoc Duyen
author_sort Nguyen, Duc Ngoc
collection PubMed
description The active stabilizer bar is used to improve the vehicle's safety when steering at high speeds. In this paper, the spatial dynamics model and nonlinear double-track dynamics model are used to simulate vehicle oscillations. Besides, the nonlinear tire model is also used. This is a completely novel and complex model. Besides, the fuzzy control algorithm is used to control the active stabilizer bar. This algorithm uses two input signals, which are obtained from the simulation. The membership function and fuzzy rules are designed optimally based on the results of many previous simulations and calculations. The simulation process is performed by MATLAB-Simulink software with three specific cases. The results of the paper show that the roll angle of the vehicle body and the change in vertical force at the wheel are significantly reduced when the vehicle uses the active stabilizer bar controlled by the fuzzy algorithm. The rollover phenomenon has been significantly improved in all the investigated cases, corresponding to three specific speeds. The stability and responsiveness of the controller are very high. The fuzzy algorithm can be combined with some other algorithms to improve system efficiency.
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spelling pubmed-96765112022-11-22 A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm Nguyen, Duc Ngoc Nguyen, Tuan Anh Dang, Ngoc Duyen Heliyon Research Article The active stabilizer bar is used to improve the vehicle's safety when steering at high speeds. In this paper, the spatial dynamics model and nonlinear double-track dynamics model are used to simulate vehicle oscillations. Besides, the nonlinear tire model is also used. This is a completely novel and complex model. Besides, the fuzzy control algorithm is used to control the active stabilizer bar. This algorithm uses two input signals, which are obtained from the simulation. The membership function and fuzzy rules are designed optimally based on the results of many previous simulations and calculations. The simulation process is performed by MATLAB-Simulink software with three specific cases. The results of the paper show that the roll angle of the vehicle body and the change in vertical force at the wheel are significantly reduced when the vehicle uses the active stabilizer bar controlled by the fuzzy algorithm. The rollover phenomenon has been significantly improved in all the investigated cases, corresponding to three specific speeds. The stability and responsiveness of the controller are very high. The fuzzy algorithm can be combined with some other algorithms to improve system efficiency. Elsevier 2022-11-17 /pmc/articles/PMC9676511/ /pubmed/36419663 http://dx.doi.org/10.1016/j.heliyon.2022.e11715 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Nguyen, Duc Ngoc
Nguyen, Tuan Anh
Dang, Ngoc Duyen
A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm
title A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm
title_full A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm
title_fullStr A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm
title_full_unstemmed A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm
title_short A complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm
title_sort complex rollover dynamics model with active stabilizer bar controlled by the fuzzy algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9676511/
https://www.ncbi.nlm.nih.gov/pubmed/36419663
http://dx.doi.org/10.1016/j.heliyon.2022.e11715
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