吉林大学学报(工学版) ›› 2016, Vol. 46 ›› Issue (2): 373-382.doi: 10.13229/j.cnki.jdxbgxb201602007

• Orginal Article • Previous Articles     Next Articles

Multi-objective optimization hierarchic control method for power-split hybrid electric vehicles

ZHANG Dong-hao1, XIANG Chang-le1, 2, HAN Li-jin1, 2, ZHENG Hai-liang1   

  1. 1.School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China;
    2.National Key Lab of Vehicular Transmission, Beijing Institute of Technology, Beijing 100081, China
  • Received:2014-06-25 Online:2016-02-20 Published:2016-02-20

Abstract: The optimal control of Hybrid Electric Vehicles (HEV) is a problem of multi-objective optimization. An optimization model was built based on the working characteristics of the engine, the Motor/Generator (MG) and the battery pack, and their interactions. The optimal control problem was divided into three levels, the energy management, power distribution, and coordinated control. The optimal results were applied in the real-time control process using the hierarchic control method. The dynamic simulation model was built and the on-line test was carried out on dSPACE platform. The results verify the feasibility and effectiveness of the hierarchic control method. Compared with the rule-based method, the proposed method can improve the drivability by 22.2%, the fuel consumption by 10.6% and the electricity supply performance by 15.5%, respectively.

Key words: vehicle engineering, hierarchic control, multi-objective optimization, hybrid electric vehicle, optimal control

CLC Number: 

  • U469.72
[1] 韩立金. 功率分流混合驱动车辆性能匹配与控制策略研究[D].北京:北京理工大学机械与车辆学院,2010.
Han Li-jin. A study on performance matching and control strategy for power-split hybrid electric vehicles[D]. Beijing: School of Mechanical Engineering, Beijing Institute of Technology, 2010.
[2] Salmasi F R. Control strategies for hybrid electric vehicles: Evolution, classification, comparison, and future trends[J]. Vehicular Technology,Transactions on, 2007, 56(5): 2393-2404.
[3] Wirasingha S G, Emadi A. Classification and review of control strategies for plug-in hybrid electric vehicles[J]. Vehicular Technology, IEEE Transactions on, 2011, 60(1): 111-122.
[4] 王伟达, 项昌乐, 韩立金. 机电复合传动系统综合控制策略[J]. 机械工程学报, 2011, 47(20): 152-158.
Wang Wei-da, Xiang Chang-le, Han Li-jin. Integrated control strategy of electro-mechanical transmission system[J]. Journal of Mechanical Engineering, 2011, 47(20): 152-158.
[5] 陈健, 李彦, 吴亚祥. 混合动力电动汽车模糊逻辑控制策略的研究与仿真[J]. 汽车工程, 2006, 28(4): 322-326.
Chen Jian, Li Yan, Wu Ya-xiang. Study and simulation on fuzzy logic control strategy for hybrid electric vehicle[J]. Automotive Engineering, 2006, 28(4): 322-326.
[6] Banvait H, Anwar S, Chen Y. A rule-based energy management strategy for plug-in hybrid electric vehicle (PHEV)[C]//American Control Conference, IEEE, 2009: 3938-3943.
[7] Kim N, Cha S, Peng H. Optimal control of hybrid electric vehicles based on Pontryagin's minimum principle[J]. Control Systems Technology, IEEE Transactions on, 2011, 19(5): 1279-1287.
[8] Johnson V H, Wipke K B. HEV control strategy for real-time optimization of fuel economy and emissions[C]//SAE Technical Paper, 2000-01-1543.
[9] Ebbesen S, Elbert P, Guzzella L. Battery state-of-health perceptive energy management for hybrid electric vehicles[J]. Vehicular Technology, IEEE Transactions on, 2012, 61(7): 2893-2900.
[10] Opila D F, Wang X, McGee R, et al. An energy management controller to optimally trade off fuel economy and drivability for hybrid vehicles[J]. Control Systems Technology, IEEE Transactions on, 2012, 20(6): 1490-1505.
[11] 郑海亮, 项昌乐, 王伟达,等. 双模式机电复合传动系统综合控制策略[J]. 吉林大学学报 :工学版, 2014, 44(2): 311-317.
Zheng Hai-liang, Xiang Chang-le, Wang Wei-da, et al. Design and validation of control strategy for Dual-mode Electro-mechanical Transmission[J]. Journal of Jilin University (Engineering and Technology Edition), 2014, 44(2): 311-317.
[12] 王俊, 王庆年, 曾小华. 混合动力客车能量管理设计及硬件在环试验验证[J]. 吉林大学学报 :工学版,2014, 44(5):1225-1232.
Wang Jun, Wang Qing-nian, Zeng Xiao-hua. Hybrid buses energy management design and hardware in the loop test verification[J]. Journal of Jilin University (Engineering and Technology Edition),2014, 44(5):1225-1232.
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