Energy management and driving strategy for in-wheel motor electric ground vehicles with terrain profile preview

IEEE Transactions on Industrial Informatics

Volumn 10, Issue 3, 2014, Pages 1938-1947

  Chen, Yan ^a   Li, Xiaodong ^b   Wiet, Christopher ^a   Wang, Junmin ^a  

^a The Ohio State University   (United States)

^b DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Driving strategy; dynamic programming; electric ground vehicle (EGV); energy management; in wheel motor; model predictive control (MPC); terrain preview

Indexed keywords

ALL WHEEL DRIVE VEHICLES; DYNAMIC PROGRAMMING; ELECTRIC GROUNDING; ENERGY MANAGEMENT; ENERGY UTILIZATION; LANDFORMS; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS;

CARSIM MATLAB/SIMULINK CO SIMULATIONS; DRIVING STRATEGY; DYNAMIC PROGRAMMING METHODS; ENERGY OPTIMIZATION; IN-WHEEL MOTOR; OPERATING EFFICIENCY; TERRAIN PREVIEW; TORQUE DISTRIBUTION;

TRACTION MOTORS;

EID: 84922949827     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2013.2290067     Document Type: Article

References (22)

1. H. T. Lin, T. J. Liang, and S.M. Chen, "Estimation of battery state of health using probabilistic neural network, " IEEE Trans. Ind. Inf., vol. 9, no. 2, pp. 679-685, May 2013.
2. A. Tani, M.B.Camara, B. Dakyo, andY.Azzouz, "DC/DCandDC/AC converters control for hybrid electric vehicles energy management- ultracapacitors and fuel cell, " IEEE Trans. Ind. Inf., vol. 9, no. 2, pp. 686-696, May 2013.
3. J. Torreglosa, P. Garcia, L. Fernandez, and F. Jurado, "Predictive control for the energy management of a fuel cell-battery-supercapacitor tramway, " IEEE Trans. Ind. Inf., to be published.
4. Y. Chen and J. Wang, "Design and evaluation on electric differentials for over-actuated electric ground vehicles with four independent in-wheel motors, " IEEE Trans. Veh. Technol., vol. 61, no. 4, pp. 1534-1542, Apr. 2012.
5. R. Wang, Y. Chen, D. Feng, X. Huang, and J. Wang, "Development and performance characterization of an electric ground vehicle with independently actuated in-wheel motors, " J. Power Sources, vol. 196, no. 8, pp. 3962-3971, 2011.
6. K. Kawashima, T. Uchida, and Y. Hori, "Rolling stability control utilizing rollover index for in-wheel motor electric vehicle, " IEEE Trans. Ind. Appl., vol. 130, no. 5, pp. 655-662, Oct. 2010.
7. Y. Chen and J.Wang, "Adaptive energy-efficient control allocation for planar motion control of over-actuated electric ground vehicles, " IEEE Trans. Control Syst. Technol., to be published.
8. Y. Yang and C. Lo, "Current distribution control of dual directly driven wheel motors for electric vehicles, " Control Eng. Practice, vol. 16, no. 11, pp. 1285-1292, 2008.
9. R.Wang, H. Zhang, and J.Wang, "Linear parameter-varying controller design for four wheel independently-actuated electric ground vehicles with active steering systems, " IEEE Trans. Control Syst. Technol., to be published.
10. L. Laine and J. Fredriksson, "Coordination of vehicle motion and energy management control systems for wheel motor driven vehicles, " in Proc. IEEE Intell. Vehicles Symp., 2007, pp. 773-780.
11. F. R. Salmasi, "Control strategies for hybrid electric vehicles: Evolution, classification, comparison, future trends, " IEEE Trans. Veh. Technol., vol. 56, no. 5, pp. 2393-2404, May 2007.
12. C. Lin, H. Peng, J. Grizzle, and J. Kang, "Power management strategy for a parallel hybrid electric truck, " IEEE Trans. Control Syst. Technol., vol. 11, no. 6, pp. 839-849, Jun. 2003.
13. C. Zhang, A. Vahidi, P. Pisu, X. Li, and K. Tennant, "Role of terrain preview in energy management of hybrid electric vehicles, " IEEE Trans. Veh. Technol., vol. 59, no. 3, pp. 1139-1147, Mar. 2010.
14. Q. Gong, Y. Li, and Z. Peng, "Trip-based optimal power management of plug-in hybrid electric vehicles, " IEEE Trans. Veh. Technol., vol. 57, no. 6, pp. 3393-3401, Jun. 2008.
15. D. P. Bertsekas, Nonlinear Programming and Optimal Control. Belmont, MA, USA: Athena Scientific, 2007.
16. L. Guzzella and A. Sciarretta, Vehicle Propulsion System: Introduction to Modeling and Optimization, 2nd ed. Berlin, Germany: Springer, 2007.
17. W. Huang, D. M. Bevly, X. Li, and S. Schnick, "Using 3D road geometry to optimize heavy truck fuel efficiency, " in Proc. 11th Int. IEEE Conf. Intell. Transportation Syst., 2008, pp. 334-339.
18. G. Ripaccioli, D. Bernardini, S. Cairano, A. Bemporad, and I. V. Kolmanovsky, "A stochastic model predictive control approach for series hybrid electric vehicle power management, " in Proc. Amer. Control Conf., 2010, pp. 5844-5849.
19. X. Huang and J.Wang, "Model predictive regenerative braking control for lightweight electric vehicles with in-wheel motors, " J. Automobile Eng., Proc. Inst. Mech. Eng. D, vol. 226, no. 9, pp. 1220-1232, 2012.
20. W. Yang and S. Boyd, "Fast model predictive control using online optimization, " IEEE Trans. Control Syst. Technol., vol. 18, no. 2, pp. 267-278, Feb. 2010.
21. M. Canale, L. Fagiano, and M. Milanese, "Efficient model predictive control for nonlinear systems via function approximation techniques, " IEEE Trans. Autom. Control, vol. 55, no. 8, pp. 1911-1916, Aug. 2010.
22. B. Asadi and A. Vahidi, "Predictive cruise control: Utilizing upcoming traffic signal information for improving fuel economy and reducing trip time, " IEEE Trans. Control Syst. Technol., vol. 19, no. 3, pp. 707-714, Mar. 2011.