Fuzzy Gain-Scheduling Proportional-Integral Control for Improving Engine Power and Speed Behavior in a Hybrid Electric Vehicle
被引:55
作者:
Syed, Fazal U.
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机构:
Wayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
Ford Motor Co, Hybrid Vehicle Program, Sustainable Mobil Technol Lab 2, Dearborn, MI 48120 USAWayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
Syed, Fazal U.
[1
,2
]
Kuang, Ming L.
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机构:
Ford Motor Co, Hybrid Vehicle Program, Sustainable Mobil Technol Lab 2, Dearborn, MI 48120 USAWayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
Kuang, Ming L.
[2
]
Smith, Matt
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机构:
Ford Motor Co, Hybrid Vehicle Program, Sustainable Mobil Technol Lab 2, Dearborn, MI 48120 USAWayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
Smith, Matt
[2
]
Okubo, Shunsuke
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机构:
Ford Motor Co, Hybrid Vehicle Program, Sustainable Mobil Technol Lab 2, Dearborn, MI 48120 USAWayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
Okubo, Shunsuke
[2
]
Ying, Hao
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机构:
Wayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USAWayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
Ying, Hao
[1
]
机构:
[1] Wayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
[2] Ford Motor Co, Hybrid Vehicle Program, Sustainable Mobil Technol Lab 2, Dearborn, MI 48120 USA
Engine speed control;
fuzzy gain scheduler;
fuzzy logic control;
hybrid electric vehicle (HEV);
power split;
proportional-integral (PI) control system;
SYSTEM ARCHITECTURES;
SIMULATION;
PERFORMANCE;
DESIGN;
HYBRIDIZATION;
LOGIC;
D O I:
10.1109/TVT.2008.923690
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
With the increased emphasis on improving fuel economyand reducing emissions, hybrid electric vehicles (HEVs) have emerged as very strong candidates to achieve these goals. The power-split hybrid system, which is a complex hybrid powertrain, exhibits great potential to improve fuel economy by determining the most efficient regions for engine operation and thereby high-voltage (HV) battery operation to achieve overall vehicle efficiency optimization. To control and maintain the actual HV battery power, a sophisticated control system is essential, which controls engine power and thereby engine speed to achieve the desired RV battery maintenance power. Conventional approaches use proportional-integral (PI) control systems to control the actual HV battery power in power-split HEV, which can sometimes result in either overshoots of engine speed and power or degraded response and settling times due to the nonlinearity of the power-split hybrid system. We have developed a novel approach to intelligently controlling engine power and speed behavior in a power-split REV using the fuzzy control paradigm for better performances. To the best of our knowledge, this is the first reported use of the fuzzy control method to control engine power and speed of a power-split REV in the applied automotive field. Our approach uses fuzzy gain scheduling to determine appropriate gains for the PI controller based on the system's operating conditions. The improvements include elimination of the overshoots as well as approximate 50% faster response and settling times in comparison with the conventional linear PI control approach. The improved performances are demonstrated through simulations and field experiments using a Ford Escape Hybrid vehicle.
机构:
Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R China
机构:
IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USAIIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA
Emadi, A
;
Rajashekara, K
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机构:IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA
Rajashekara, K
;
Williamson, SS
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机构:IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA
Williamson, SS
;
Lukic, SM
论文数: 0引用数: 0
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机构:IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA
机构:
Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R China
机构:
IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USAIIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA
Emadi, A
;
Rajashekara, K
论文数: 0引用数: 0
h-index: 0
机构:IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA
Rajashekara, K
;
Williamson, SS
论文数: 0引用数: 0
h-index: 0
机构:IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA
Williamson, SS
;
Lukic, SM
论文数: 0引用数: 0
h-index: 0
机构:IIT, Grainger Power Elect & Motor Drives Lab, Elect Power & Power Elect Ctr, Chicago, IL 60616 USA