Control Strategy for Two-Mode Hybrid Electric Vehicle by Using Fuzzy Controller
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 32813
Control Strategy for Two-Mode Hybrid Electric Vehicle by Using Fuzzy Controller

Authors: Jia-Shiun Chen, Hsiu-Ying Hwang

Abstract:

Hybrid electric vehicles can reduce pollution and improve fuel economy. Power-split hybrid electric vehicles (HEVs) provide two power paths between the internal combustion engine (ICE) and energy storage system (ESS) through the gears of an electrically variable transmission (EVT). EVT allows ICE to operate independently from vehicle speed all the time. Therefore, the ICE can operate in the efficient region of its characteristic brake specific fuel consumption (BSFC) map. The two-mode powertrain can operate in input-split or compound-split EVT modes and in four different fixed gear configurations. Power-split architecture is advantageous because it combines conventional series and parallel power paths. This research focuses on input-split and compound-split modes in the two-mode power-split powertrain. Fuzzy Logic Control (FLC) for an internal combustion engine (ICE) and PI control for electric machines (EMs) are derived for the urban driving cycle simulation. These control algorithms reduce vehicle fuel consumption and improve ICE efficiency while maintaining the state of charge (SOC) of the energy storage system in an efficient range.

Keywords: Hybrid electric vehicle, fuel economy, two-mode hybrid, fuzzy control.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1107241

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2558

References:


[1] R.T. Doucette, M.D. McCulloch, “Modeling the prospects of plug-in hybrid electric vehicles to reduce CO2 emissions,” Appl. Energy, 88, 2315-2323, 2011.
[2] K.T. Chau, Y.S. Wong, “Overview of power management in hybrid electric vehicles,” Energy Convers. Manage 43, 1953–1968, 2002.
[3] B. Wu, C.C. Lin, Z. Filipi, H. Peng, “Assanis, D. Optimal power management for a hydraulic hybrid delivery truck,” Veh. Syst. Dyn, 42(1), 23–40, 2004.
[4] L. Wang, E.G. Collins Jr., H. Li, “Optimal design and real-time control for energy management in electric vehicles,” IEEE Trans. Veh. Technol, 60(4), 1419-1429, 2011.
[5] J. Hendrickson, A. Holmes, D. Freiman, “General Motors front wheel drive two-mode hybrid transmission,” SAE paper 2009-01-0508, 2009.
[6] T.M. Grewe, B.M. Conlon, A.G. Holmes, “Defining the General Motors 2-mode hybrid transmission,” SAE paper 2007-01-0273, 2007.
[7] K. Ahn, S.W. Cha, “Developing mode shift strategies for a two-mode hybrid powertrain with fixed gears,” SAE paper 2008-01-0307, 2008.
[8] G. Tamai, S. Reeves, T.H. Grewe, “Truck utility & functionality in the GM 2-mode hybrid,” SAE paper 2010-01-0826, 2010.
[9] F.U. Syed, M.L. Kuang, J. Czubay, et al., “Derivation and experimental validation of a power-split hybrid electric vehicle model,” IEEE Trans. on Vehicular Technology, 55, 1731-1747, 2006.
[10] Y. Gao, M. Ehsani, “A torque and speed coupling hybrid drivetrain - architecture, control, and simulation,” IEEE Trans. on Power Electronics, 21, 741-748, 2006.
[11] C. Lin, Z. Filipi, Y. Wang, L. Louca, H. Peng, D. Assanis, J. Stein, “Integrated feed-forward hybrid electric vehicle simulation in SIMULINK and its use for power management studies,” SAE Paper 2001-01-1334, 2001.
[12] C. Lin, H. Peng, J.W. Grizzle, J. Liu, M. Busdiecker, “Control system development for an advanced-technology medium-duty hybrid electric truck,” SAE Paper 2001-01-3369, 2001.
[13] C. Lin, “ Modeling and control strategy development for hybrid vehicles,” Dissertation, P.H.D., University of Michigan, 2004.
[14] A. Piccolo, L. Ippolito, V. Galdi, A. Vaccaro, “Optimization of energy flow management in hybrid electric vehicles via genetic algorithms,” Proceedings of 2001 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Como, Italy 2001.
[15] N. Schouten, M. Salman, N. Kheir, “Fuzzy logic control for parallel hybrid vehicles,” IEEE Transactions on Control Systems Technology, 10(3), 460-468, 2002.
[16] F.R. Salmasi, “Control strategies for hybrid electric vehicles: evolution, classification, comparison, and future trends,” IEEE Trans. on Vehicular Technology, 2393-2404, 2007.