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DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION

Year 2010, Volume: 52 Issue: 2, 1 - 9, 01.10.2010

Cüneyt Barlak Yakup Özkazanç

Abstract

This work proposes a methodology for determining the state-of-health (SOH) of rechargeable batteries. A generic electrical circuit model is used as a rechargeable battery model. Model parameters are identified by an algorithm based on extended Kalman filtering (EKF). Estimated battery parameters are used as classification features in quadratic discriminant analysis. Classification performance of the proposed method is investigated by using the concept of Bhattacharyya distance

Keywords

Rechargeable battery battery state-of-health quadratic discriminant analysis Bhattacharyya distance

Year 2010, Volume: 52 Issue: 2, 1 - 9, 01.10.2010

Cüneyt Barlak Yakup Özkazanç

Abstract

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Details

Primary Language English
Journal Section Research Articles
Authors

Cüneyt Barlak This is me

Yakup Özkazanç This is me

Publication Date October 1, 2010
Published in Issue Year 2010 Volume: 52 Issue: 2

Cite

APA Barlak, C., & Özkazanç, Y. (2010). DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, 52(2), 1-9.
AMA Barlak C, Özkazanç Y. DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. October 2010;52(2):1-9.
Chicago Barlak, Cüneyt, and Yakup Özkazanç. “DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 52, no. 2 (October 2010): 1-9.
EndNote Barlak C, Özkazanç Y (October 1, 2010) DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 52 2 1–9.
IEEE C. Barlak and Y. Özkazanç, “DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION”, Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng., vol. 52, no. 2, pp. 1–9, 2010.
ISNAD Barlak, Cüneyt - Özkazanç, Yakup. “DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 52/2 (October 2010), 1-9.
JAMA Barlak C, Özkazanç Y. DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2010;52:1–9.
MLA Barlak, Cüneyt and Yakup Özkazanç. “DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, vol. 52, no. 2, 2010, pp. 1-9.
Vancouver Barlak C, Özkazanç Y. DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2010;52(2):1-9.

Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering

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