A Model Predictive Sliding Mode Control with Integral Action for Slip Suppression of Electric Vehicles

Tohru Kawabe

2015

Abstract

This paper proposes a new SMC (Sliding Mode Control) method with MPC (Model Predictive Control) algorithm for the slip suppression of EVs (Electric Vehicles). This method introducing the integral term with standard SMC gain, where the integral gain is optimized for each control period by solving an optimization problem based on the MPC algorithm to improve the acceleration performance and the energy consumption of EVs. Numerical simulation results are also included to demonstrate the effectiveness of the method.

References

  1. Brown, S., Pyke, D., and Steenhof, P. (2010). Electric vehicles: The role and importance of standards in an emerging market. Energy Policy, 38(7):3797-3806.
  2. Dargay, J., Gately, D., and Sommer, M. (2007). Vehicle ownership and income growth, worldwide: 1960- 2030. The Energy Journal, 28(4):143-170.
  3. Eker, I. and Akinal, A. (2008). Sliding mode control with integral augmented sliding surface: Design and experimental application to an electromechanical system. Electrical Engineering, 90:189-197.
  4. Fujii, K. and Fujimoto, H. (2007). Slip ratio control based on wheel control without detection of vehiclespeed for electric vehicle. IEEJ Technical Meeting Record, VT07-05:27-32.
  5. Hirota, T., Ueda, M., and Futami, T. (2011). Activities of electric vehicles and prospect for future mobility. Journal of The Society of Instrument and Control Engineering, 50:165-170.
  6. Hori, Y. (2000). Simulation of mfc-based adhesion control of 4wd electric vehicle. IEEJ Record of Industrial Measurement and Control, pages IIC-00-12.
  7. Kawabe, T. (2014). Model predictive 2dof pid control for slip suppression of electric vehicles. Proceedings of 11th International Conference on Informatics in Control, Automation and Robotics, 2:12-19.
  8. Kawabe, T., Kogure, Y., Nakamura, K., Morikawa, K., and Arikawa, K. (2011). Traction control of electric vehicle by model predictive pid controller. Transaction of JSME Series C, 77(781):3375-3385.
  9. Li, S. and Kawabe, T. (2013). Slip suppression of electric vehicles using sliding mode control method. International Journal of Intelligent Control and Automation, 4(3):327-334.
  10. Li, S. and Kawabe, T. (2014). Slip suppression of electric vehicles using sliding mode control based on mpc algorithm. International Journal of Engineering and Industries, 5(4):11-23.
  11. Maciejowski, J. (2005). Predictive Control with Constraints. Tokyo Denki University Press (Trans. by Adachi,S. and Kanno,M.) (in Japanese).
  12. Mamalis, A., Spentzas, K., and Mamali, A. (2013). The impact of automotive industry and its supply chain to climate change: Somme techno-economic aspects. European Transport Research Review, 5(1):1-10.
  13. Pacejka, H. and Bakker, E. (1991). The magic formula tire model. Vehicle system dynamics, 21:1-18.
  14. Slotine, J. and Li, W. (1991). Applied nonlinear control. Prentice-Hall.
  15. Tseng, H., Wu, J., and Liu, X. (2013). Affordability of electric vehicle for a sustainable transport system: An economic and environmental analysis. Energy Policy, 61:441-447.
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Paper Citation


in Harvard Style

Kawabe T. (2015). A Model Predictive Sliding Mode Control with Integral Action for Slip Suppression of Electric Vehicles . In Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-989-758-123-6, pages 151-158. DOI: 10.5220/0005500401510158


in Bibtex Style

@conference{icinco15,
author={Tohru Kawabe},
title={A Model Predictive Sliding Mode Control with Integral Action for Slip Suppression of Electric Vehicles},
booktitle={Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2015},
pages={151-158},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005500401510158},
isbn={978-989-758-123-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - A Model Predictive Sliding Mode Control with Integral Action for Slip Suppression of Electric Vehicles
SN - 978-989-758-123-6
AU - Kawabe T.
PY - 2015
SP - 151
EP - 158
DO - 10.5220/0005500401510158