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Design of EKF-based SoC Estimator for an Ultracapacitor Module (CROSBI ID 626962)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Pavković, Danijel ; Komljenović, Ante ; Hrgetić, Mario ; Petrić, Joško ; Smetko, Viktor Design of EKF-based SoC Estimator for an Ultracapacitor Module // Proceedings of IEEE EUROCON 2015 (16th International Conference on Computer as a Tool) / Haase, Jan ; Kakarountas, Athanasios ; Graña, Manuel et al. (ur.). Salamanca: Institute of Electrical and Electronics Engineers (IEEE), 2015. str. 403-408

Podaci o odgovornosti

Pavković, Danijel ; Komljenović, Ante ; Hrgetić, Mario ; Petrić, Joško ; Smetko, Viktor

engleski

Design of EKF-based SoC Estimator for an Ultracapacitor Module

This paper presents the design of ultracapacitor module state-of-charge (SoC) estimator based on an Extended Kalman Filter (EKF). A lumped-parameter resistive-capacitive (RC) electrical circuit representation of ultracapacitor module has been used for EKF design, wherein non-linear capacitance effects have been included through SoC-dependent capacitance term, while cell balancing effects were modeled by a second-order disturbance model. The proposed EKF-based SoC estimator has been compared to an LTI model-based Kalman filter as SoC estimator, and verified by means of computer simulations and experimentally on the dedicated ultracapacitor test setup.

ultracapacitor module; extended Kalman filter; state-of-charge estimation

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Podaci o prilogu

403-408.

2015.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of IEEE EUROCON 2015 (16th International Conference on Computer as a Tool)

Haase, Jan ; Kakarountas, Athanasios ; Graña, Manuel ; Fraile-Ardanuy, Jesús ; Debono, Carl James ; Quintián, Héctor ; Corchado, Emilio

Salamanca: Institute of Electrical and Electronics Engineers (IEEE)

978-1-4799-8569-2

Podaci o skupu

16th International Conference on Computer as a Tool (IEEE EUROCON 2015)

predavanje

08.09.2015-11.09.2015

Salamanca, Španjolska

Povezanost rada

Strojarstvo