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Modeling and Characteristic Analysis of HEV Li-ion Battery Using Recursive Least Square Estimation


A lumped parameter model of Li-ion battery in hybrid electric vehicle(HEV) is constructed and system parameters are identified by using recursive least square estimation for different C-rates, SOCs and temperatures. The system characteristics of pole and zero in frequency domain are analyzed with the parameters obtained from different conditions. The parameterized model of Li-ion battery indicates highly dependant of temperatures. The system pole and internal resistance changes 6.6 and 18 times at $-20^{\circ}C$, comparing with those at $25^{\circ}C$, respectively. These results will be utilized on constructing model-based state observer or an on-line identification and an adaptation of the model parameters in battery management systems for hybrid electric vehicle applications.

참고문헌 (10)

  1. IEEL(Idaho National Engineering & Environmental Laboratory), "Freedom CAR Battery Test Manual for Power-Assit Hybrid Electrical Vehicles, DOE/ID-11069, 2003 
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  7. H. Yeo, D.H. Kim, T.C. Kim, C.S. Kim, S.H. Hwang and H.S. Kim, "Development of Regenerative Braking Control Algorithm for a 4WD Hybrid Electric Vehicle," Transactions of KSAE, pp.38-47, 2005 
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이 논문을 인용한 문헌 (6)

  1. Jeong, Jong-Ryeol ; Lee, Dae-Heung ; Shin, Chang-Woo ; Lim, Won-Sik ; Park, Yeong-Il ; Cha, Suk-Won 2011. "Analysis of Correlation of Fuel Efficiency and Cost Depending on Component Size of Heavy-duty Parallel Hybrid System" 한국자동차공학회논문집 = Transactions of the Korean Society of Automotive Engineers, 19(3): 73~82 
  2. Lee, Jong-Kyung ; Kim, Jae-Eon ; Cha, Han-Ju 2011. "Experiment and Implementation of NiMH Battery Model for Autonomie Environment" 전기학회논문지 = The Transactions of the Korean Institute of Electrical Engineers, 60(10): 1875~1880 
  3. Na, Sang-Gun ; Yang, In-Beom ; Heo, Hoon 2011. "Fault Detection Algorithm of Charge-discharge System of Hybrid Electric Vehicle Using SVDD" 한국소음진동공학회논문집 = Transactions of the Korean society for noise and vibration engineering, 21(11): 997~1004 
  4. Lee, Jungho ; Park, Chanhee ; Yang, Gyuneui ; Shim, Gangkoo ; Bae, Chulmin 2013. "Development and Performance of BMS Modules for Urban Electric Car Using Life Prediction Method" 한국자동차공학회논문집 = Transactions of the Korean Society of Automotive Engineers, 21(6): 147~154 
  5. 2014. "" International journal of precision engineering and manufacturing, 15(2): 345~353 
  6. Lee, Dong Sung ; Lee, Seong-Won 2014. "The Implementation of a Battery Simulator with Atypical Characteristics of Batteries" 정보처리학회논문지. KIPS transactions on computer and communication systems 컴퓨터 및 통신 시스템, 3(11): 419~426 


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