Skip to main navigation Skip to search Skip to main content

Model predictive levitation control for single levitation system of EMS maglev trains

  • He Zhenyu
  • , Sun Yougang*
  • , Xu Hao
  • , Lin Guobin
  • , Li Fengxing
  • *Corresponding author for this work
  • Tongji University
  • China Railway Eryuan Engineering Group Co. Ltd.

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Maglev traffic has a broad application prospect. However, the traditional levitation controller is difficult to deal with the system constraints, resulting in the decline of system stability when the constraints are triggered. To solve above problems, a levitation controller based on MPC (model predictive control) is designed to achieve stable levitation under the condition of satisfying the electromagnet current saturation constraints. Firstly, the dynamic model of single levitation system is established, and the stability, observability and controllability of the levitation system are analyzed. Then, based on the linearized discrete model, the predicted output trajectory of the levitation system is calculated. The cost functions which considering tracking error and control quantity fluctuation are designed, and the corresponding quadratic programming problem under the constraint of current saturation is formed. Finally, the designed MPC control algorithm and PID method are compared and simulated. The simulation results show that the designed control method can significantly improve the robustness of the levitation system under the premise of meeting the constraints.

Original languageEnglish
Title of host publication2022 International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2022 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665492812
DOIs
StatePublished - 2022
Externally publishedYes
Event3rd International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2022 - Harbin, China
Duration: 22 Dec 202224 Dec 2022

Publication series

Name2022 International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2022 - Proceedings

Conference

Conference3rd International Conference on Sensing, Measurement and Data Analytics in the Era of Artificial Intelligence, ICSMD 2022
Country/TerritoryChina
CityHarbin
Period22/12/2224/12/22

Keywords

  • electromagnets
  • levitation control
  • maglev vehicles
  • model predictive control
  • vehicle dynamics

Fingerprint

Dive into the research topics of 'Model predictive levitation control for single levitation system of EMS maglev trains'. Together they form a unique fingerprint.

Cite this