EN
DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION
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
Details
Primary Language
English
Subjects
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Journal Section
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Publication Date
October 1, 2010
Submission Date
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Acceptance Date
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Published in Issue
Year 2010 Volume: 52 Number: 2
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. https://izlik.org/JA62CZ78NT
AMA
1.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. https://izlik.org/JA62CZ78NT
Chicago
Barlak, Cüneyt, and Yakup Özkazanç. 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. https://izlik.org/JA62CZ78NT.
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
[1]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, Oct. 2010, [Online]. Available: https://izlik.org/JA62CZ78NT
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 1, 2010): 1-9. https://izlik.org/JA62CZ78NT.
JAMA
1.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, Oct. 2010, pp. 1-9, https://izlik.org/JA62CZ78NT.
Vancouver
1.Cüneyt Barlak, Yakup Özkazanç. DETERMINATION OF BATTERY STATE-OF-HEALTH VIA STATISTICAL CLASSIFICATION. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. [Internet]. 2010 Oct. 1;52(2):1-9. Available from: https://izlik.org/JA62CZ78NT
