Dual Kalman Filter-Based SoC/SoH Estimator for an Ultracapacitor Module (CROSBI ID 615253)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Pavković, Danijel ; Smetko, Viktor ; Hrgetić, Mario ; Komljenović, Ante
engleski
Dual Kalman Filter-Based SoC/SoH Estimator for an Ultracapacitor Module
This paper presents the design of a dual adaptive Kalman-filter-based state and parameter estimator of an ultracapacitor module suitable for state-of-charge (SoC) and state-of-health (SoH) estimation purposes. A lumped-parameter resistive-capacitive (RC) electrical circuit representation has been used in the design of both estimators. In the case of state estimator a second-order disturbance model has been used for charge balancing current modeling purposes, while in the case of parameter estimator, a time series model of ultracapacitor is extended with a generalized disturbance model describing balancing current effects. The effectiveness of the dual Kalman filter-based SoC/SoH estimator has been verified by means of computer simulations and experimentally on the dedicated ultracapacitor test setup.
Estimation; Kalman filtering; Linear systems; Ultracapacitor; State-of-Charge (SoC); State-of-Health (SoH)
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
1783-1788.
2014.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 2014 IEEE Control Systems Society Multiconference on Systems and Control (IEEE MSC 2014)
Podaci o skupu
The 2014 IEEE Control Systems Society Multiconference on Systems and Control (IEEE MSC 2014)
predavanje
08.10.2014-10.10.2014
Antibes, Francuska