Optimal control of the transient emissions and the fuel efficiency of a diesel hybrid electric vehicle

被引:15
作者
Wang, Yu [1 ]
Zhang, Hu [2 ]
Sun, Zongxuan [1 ]
机构
[1] Univ Minnesota, Dept Mech Engn, Minneapolis, MN 55455 USA
[2] Shanghai Jiao Tong Univ, Natl Engn Lab Automot Elect Control Technol, Shanghai 200030, Peoples R China
关键词
Hybrid vehicle; control-oriented emission model; two-mode optimal control; linear quadratic regulator; ENERGY MANAGEMENT STRATEGY; POWER MANAGEMENT;
D O I
10.1177/0954407013500661
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
As an important technical innovation which has emerged in the automotive industry, powertrain hybridization has been considered as one of the most effective ways for addressing transportation energy consumption and environmental concerns. However, owing to the complex physical and chemical nature of the engine combustion process, and the dynamic interactions between the engine and the alternative power source, it is difficult to optimize simultaneously and precisely both the engine fuel consumption and the emissions, especially during transient operations. Targeted at achieving both global energy optimization and reduction in the transient emissions, a control-oriented diesel engine emission model is first investigated and identified using a large number of experimental data. On this basis, a two-mode hybrid energy management strategy is proposed. In the fuel-efficiency-improving' mode, a dynamic programming algorithm is used to seek global optimization of the fuel economy and to ensure sustainability of the battery's state of charge over any given driving cycle while, in the emission-reducing' mode, the management strategy utilizes a linear quadratic regulator to optimize locally the surging emissions due to undesired engine torque transients. At the end of each emission-reducing mode, the locally optimized engine operation is driven back to match the globally optimized trajectory, i.e. the initial states of the next fuel-efficiency-improving mode. This seamless integration of the two modes will realize a reduction in the local transient emissions without losing optimality of the global fuel efficiency and sustainability of the battery's state of charge. Experimental results demonstrate that the proposed modeling and control strategy can considerably reduce the local soot emissions of a power-split diesel hybrid electric vehicle but can still maintain a high fuel efficiency and a high state of charge of the battery.
引用
收藏
页码:1546 / 1561
页数:16
相关论文
共 29 条
[1]  
Adlouni M., 2011, THESIS LUND U LUND
[2]  
Ahlawat R., 2010, 2010 IEEE Vehicle Power and Propulsion Conference (VPPC), P1, DOI DOI 10.1109/VPPC.2010.5729227
[3]  
[Anonymous], 2009011305 SAE
[4]   A Rule-Based Energy Management Strategy for Plug-in Hybrid Electric Vehicle (PHEV) [J].
Banvait, Harpreetsingh ;
Anwar, Sohel ;
Chen, Yaobin .
2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, :3938-3943
[5]   Engine Emission Modeling Using a Mixed Physics and Regression Approach [J].
Benz, Michael ;
Onder, Christopher H. ;
Guzzella, Lino .
JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 2010, 132 (04)
[6]   Predictive Energy Management of a Power-Split Hybrid Electric Vehicle [J].
Borhan, H. Ali ;
Vahidi, Ardalan ;
Phillips, Anthony M. ;
Kuang, Ming L. ;
Kolmanovsky, Ilya V. .
2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, :3970-+
[7]  
Deppen TO, 2011, P AMER CONTR CONF, P2713
[8]  
Ehsani M, 2010, POW ELECTR APPL, P1
[9]  
Ericson C., 2005, 2005013852 SAE
[10]   USE OF HAMMERSTEIN MODELS IN IDENTIFICATION OF NONLINEAR-SYSTEMS [J].
ESKINAT, E ;
JOHNSON, SH ;
LUYBEN, WL .
AICHE JOURNAL, 1991, 37 (02) :255-268