Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and Experiment

The suspension system of Maglev vehicle needs strong robustness and anti-jamming ability in the process of operation and fluctuation control. In order to solve the open-loop instability and strong nonlinearity of the mechanical equation of the suspension system of the Maglev vehicle, the non-linear...

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Main Authors: Chen Chen, Junqi Xu, Wen Ji, Lijun Rong, Guobin Lin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
RBF
Online Access:https://ieeexplore.ieee.org/document/8669759/
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spelling doaj-3b37f45751484d21ab079ab89681d0e92021-03-29T22:48:01ZengIEEEIEEE Access2169-35362019-01-017418744188410.1109/ACCESS.2019.29062458669759Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and ExperimentChen Chen0https://orcid.org/0000-0001-5974-8935Junqi Xu1Wen Ji2Lijun Rong3Guobin Lin4Maglev Transportation Engineering R&D Center, Tongji University, Shanghai, ChinaMaglev Transportation Engineering R&D Center, Tongji University, Shanghai, ChinaTraction Power State Key Laboratory, Southwest Jiaotong University, Chengdu, ChinaTraction Power State Key Laboratory, Southwest Jiaotong University, Chengdu, ChinaMaglev Transportation Engineering R&D Center, Tongji University, Shanghai, ChinaThe suspension system of Maglev vehicle needs strong robustness and anti-jamming ability in the process of operation and fluctuation control. In order to solve the open-loop instability and strong nonlinearity of the mechanical equation of the suspension system of the Maglev vehicle, the non-linear dynamic equation is established. At present, the research based on the single electromagnet and the rigid track is the most common. However, based on this method, it is impossible to study the coupled vibration caused by track factors. Therefore, based on the dynamic equation of a single span simply supported beam of flexible track and the non-linear equation of the suspended electromagnet itself, an overall control model is needed to discuss the control strategy. Based on this dynamic model, the singularities of the system are solved according to Hurwitz criterion, and the characteristic equation corresponding to the Jacobian matrix is obtained. The stability analysis shows that the system is unstable. At the same time, the necessity of using a feedback control method to control the air gap has been proved. On this basis, a sliding mode adaptive state feedback controller for the maglev system is designed based on the RBF network approximation principle. The corresponding simulation and experimental results are given. The simulation and experimental results show that the controller can ensure the vehicle's stable suspension and effectively suppress external interference. Compared with the traditional PID and fuzzy controllers, the controller can guarantee a faster dynamic response, stronger robustness, and smaller overshoot while considering the flexible track and external disturbances.https://ieeexplore.ieee.org/document/8669759/Maglev systemflexible trackcoupled vibrationRBFsliding mode adaptive control
collection DOAJ
language English
format Article
sources DOAJ
author Chen Chen
Junqi Xu
Wen Ji
Lijun Rong
Guobin Lin
spellingShingle Chen Chen
Junqi Xu
Wen Ji
Lijun Rong
Guobin Lin
Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and Experiment
IEEE Access
Maglev system
flexible track
coupled vibration
RBF
sliding mode adaptive control
author_facet Chen Chen
Junqi Xu
Wen Ji
Lijun Rong
Guobin Lin
author_sort Chen Chen
title Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and Experiment
title_short Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and Experiment
title_full Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and Experiment
title_fullStr Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and Experiment
title_full_unstemmed Sliding Mode Robust Adaptive Control of Maglev Vehicle’s Nonlinear Suspension System Based on Flexible Track: Design and Experiment
title_sort sliding mode robust adaptive control of maglev vehicle’s nonlinear suspension system based on flexible track: design and experiment
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description The suspension system of Maglev vehicle needs strong robustness and anti-jamming ability in the process of operation and fluctuation control. In order to solve the open-loop instability and strong nonlinearity of the mechanical equation of the suspension system of the Maglev vehicle, the non-linear dynamic equation is established. At present, the research based on the single electromagnet and the rigid track is the most common. However, based on this method, it is impossible to study the coupled vibration caused by track factors. Therefore, based on the dynamic equation of a single span simply supported beam of flexible track and the non-linear equation of the suspended electromagnet itself, an overall control model is needed to discuss the control strategy. Based on this dynamic model, the singularities of the system are solved according to Hurwitz criterion, and the characteristic equation corresponding to the Jacobian matrix is obtained. The stability analysis shows that the system is unstable. At the same time, the necessity of using a feedback control method to control the air gap has been proved. On this basis, a sliding mode adaptive state feedback controller for the maglev system is designed based on the RBF network approximation principle. The corresponding simulation and experimental results are given. The simulation and experimental results show that the controller can ensure the vehicle's stable suspension and effectively suppress external interference. Compared with the traditional PID and fuzzy controllers, the controller can guarantee a faster dynamic response, stronger robustness, and smaller overshoot while considering the flexible track and external disturbances.
topic Maglev system
flexible track
coupled vibration
RBF
sliding mode adaptive control
url https://ieeexplore.ieee.org/document/8669759/
work_keys_str_mv AT chenchen slidingmoderobustadaptivecontrolofmaglevvehiclex2019snonlinearsuspensionsystembasedonflexibletrackdesignandexperiment
AT junqixu slidingmoderobustadaptivecontrolofmaglevvehiclex2019snonlinearsuspensionsystembasedonflexibletrackdesignandexperiment
AT wenji slidingmoderobustadaptivecontrolofmaglevvehiclex2019snonlinearsuspensionsystembasedonflexibletrackdesignandexperiment
AT lijunrong slidingmoderobustadaptivecontrolofmaglevvehiclex2019snonlinearsuspensionsystembasedonflexibletrackdesignandexperiment
AT guobinlin slidingmoderobustadaptivecontrolofmaglevvehiclex2019snonlinearsuspensionsystembasedonflexibletrackdesignandexperiment
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