Journal article
Health Monitoring of Lithium-Ion Batteries Using Dual Filters
Abstract
Accurate estimation of a battery’s capacity is critical for determining its state of health (SOH) and retirement, as well as to ensure its reliable operation. In this paper, a dual filter architecture using the Kalman filter (KF) and the novel sliding innovation filter (SIF) was implemented to estimate the capacity and state of charge (SOC) of a lithium-ion battery. NASA’s Prognostic Center of Excellence (PCOE) B005 battery data set was …
Authors
Bustos R; Gadsden SA; Malysz P; Al-Shabi M; Mahmud S
Journal
Energies, Vol. 15, No. 6,
Publisher
MDPI
DOI
10.3390/en15062230
ISSN
1996-1073