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Document type:
Zeitschriftenaufsatz 
Author(s):
Wassiliadis, Nikolaos; Adermann, Jörn; Frericks, Alexander; Pak, Mikhail; Reiter, Christoph; Lohmann, Boris; Lienkamp, Markus 
Title:
Revisiting the dual extended Kalman filter for battery state-of-charge and state-of-health estimation: A use-case life cycle analysis 
Abstract:
One of the most discussed topics in battery research is the state-of-charge (SOC) and state-of-health (SOH) determination of traction batteries. Unfortunately, neither is directly measurable and both must be derived from sensor signals using model-based algorithms. These signals can be noisy and erroneous, leading to an inaccurate estimate and, hence, to a limitation of usable battery capacity. A popular approach tackling these difficulties is the dual extended Kalman filter (DEKF). It consists...    »
 
Journal title:
Journal of Energy Storage 
Year:
2018 
Journal volume:
19 
Year / month:
2018-10 
Quarter:
4. Quartal 
Month:
Oct 
Pages contribution:
73-87 
Covered by:
Scopus 
Reviewed:
ja 
TUM Institution:
Lehrstuhl für Fahrzeugtechnik; Lehrstuhl für Regelungstechnik