학술논문

Regular Paper : A Simplified Li-ion Battery SOC Estimating Method
Document Type
Article
Source
Transactions on Electrical and Electronic Materials / Transactions on Electrical and Electronic Materials. Feb 25, 2016 17(1):13
Subject
Li-ion battery
SOC estimation
Extended Kalman filter method
Process noise covariance
Language
English
ISSN
1229-7607
Abstract
The ampere-hour integral method and the open circuit voltage method are integrated via the extended Kalman filter method so as to overcome insufficiencies of the ampere-hour integral method and the open circuit voltage method for estimating battery SOC. The process noise covariance and the measurement noise covariance of the extended Kalman filter method are simplified based on the Thevenin equivalent circuit model, with a proposed simplified SOC estimating method. Verification of DST experiments indicated that the battery SOC estimating method is simple and feasible, and the estimated SOC error is no larger than 2%.