TR
EN
Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles with Four in Wheel Motors based on PD-Fuzzy Control
Abstract
In this paper, a torque distribution control for electric vehicles with an in-wheel motor installed for each wheel is proposed in order to manage the traction operation of the vehicle and avoid slip ratio from reach extreme values while the vehicle moves into slippery surfaces. The driving force control is the main controller in the proposed control system and its consist from two control loop. PD-Fuzzy logic and PI-control are applied as a wheel speed controller in the inner control loop with the aim of improving stability and support the traction operation of the wheels. To retain the total requested driving force, force distribution strategies are obtained when the vehicle moves on the road with a low friction coefficient surface. Also, it works as a yaw moment suppressor when the vehicle runs into split slippery surfaces which improves vehicle performance. The proposed vehicle dynamics and torque distribution control system are simulated using Simulink-MATLAB Program. The results of the simulation demonstrated the effectiveness of the proposed method.
Keywords
References
- [1]. Jalali, K., Uchida, T., McPhee, J., Lambert, S. J. S. I. J. o. A. P., 2012, Development of a fuzzy slip control system for electric vehicles with in-wheel motors, 1, 1, 46-64.
- [2]. Fazelpour, F., Vafaeipour, M., Rahbari, O., Rosen, M. A. J. E. C., Management, 2014, Intelligent optimization to integrate a plug-in hybrid electric vehicle smart parking lot with renewable energy resources and enhance grid characteristics, 77, 250-261.
- [3]. Xu, W., Chen, H., Zhao, H., Ren, B., 2019, Torque optimization control for electric vehicles with four in-wheel motors equipped with regenerative braking system, Mechatronics, 57, 95-108.
- [4]. Wong, A., Kasinathan, D., Khajepour, A., Chen, S.-K., Litkouhi, B. J. C. E. P., 2016, Integrated torque vectoring and power management framework for electric vehicles, 48, 22-36.
- [5]. Wang, Z., Qu, C., Zhang, L., Xue, X., Wu, J. J. I. A., 2018, Optimal component sizing of a four-wheel independently-actuated electric vehicle with a real-time torque distribution strategy, 6, 49523-49536.
- [6]. Chiang, W.-P., Yin, D., Shimizu, H. J. J. o. t. C. I. o. E., 2015, Slip-based regenerative ABS control for in-wheel-motor drive EV, 38, 2, 220-231.
- [7]. Maeda, K., Fujimoto, H., Hori, Y., 2017, Four-wheel Driving-force Distribution Method for Instantaneous or Split Slippery Roads for Electric Vehicle, Automatika, 54, 1, 103-113.
- [8]. Fujimoto, H.,Harada, S. J. I. T. o. I. E., 2015, Model-based range extension control system for electric vehicles with front and rear driving–braking force distributions, 62, 5, 3245-3254.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Publication Date
January 31, 2022
Submission Date
May 25, 2021
Acceptance Date
November 16, 2021
Published in Issue
Year 2022 Volume: 9 Number: 1
APA
Shamıa, I. R., & Keskin, K. (2022). Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles with Four in Wheel Motors based on PD-Fuzzy Control. El-Cezeri, 9(1), 65-85. https://doi.org/10.31202/ecjse.942644
AMA
1.Shamıa IR, Keskin K. Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles with Four in Wheel Motors based on PD-Fuzzy Control. El-Cezeri Journal of Science and Engineering. 2022;9(1):65-85. doi:10.31202/ecjse.942644
Chicago
Shamıa, Islam R.h, and Kemal Keskin. 2022. “Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles With Four in Wheel Motors Based on PD-Fuzzy Control”. El-Cezeri 9 (1): 65-85. https://doi.org/10.31202/ecjse.942644.
EndNote
Shamıa IR, Keskin K (January 1, 2022) Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles with Four in Wheel Motors based on PD-Fuzzy Control. El-Cezeri 9 1 65–85.
IEEE
[1]I. R. Shamıa and K. Keskin, “Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles with Four in Wheel Motors based on PD-Fuzzy Control”, El-Cezeri Journal of Science and Engineering, vol. 9, no. 1, pp. 65–85, Jan. 2022, doi: 10.31202/ecjse.942644.
ISNAD
Shamıa, Islam R.h - Keskin, Kemal. “Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles With Four in Wheel Motors Based on PD-Fuzzy Control”. El-Cezeri 9/1 (January 1, 2022): 65-85. https://doi.org/10.31202/ecjse.942644.
JAMA
1.Shamıa IR, Keskin K. Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles with Four in Wheel Motors based on PD-Fuzzy Control. El-Cezeri Journal of Science and Engineering. 2022;9:65–85.
MLA
Shamıa, Islam R.h, and Kemal Keskin. “Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles With Four in Wheel Motors Based on PD-Fuzzy Control”. El-Cezeri, vol. 9, no. 1, Jan. 2022, pp. 65-85, doi:10.31202/ecjse.942644.
Vancouver
1.Islam R.h Shamıa, Kemal Keskin. Traction Control and Total Driving Force Distribution Strategy for Electric Vehicles with Four in Wheel Motors based on PD-Fuzzy Control. El-Cezeri Journal of Science and Engineering. 2022 Jan. 1;9(1):65-8. doi:10.31202/ecjse.942644
