Conference
Sensitivity Analysis of Kalman Filter Based Capacity Estimation for Electric Vehicles
Abstract
In this paper, a sensitivity analysis of Kalman Filter based capacity estimation for electric vehicle batteries is performed. In order to represent different user driving behaviours a random drive cycle data generator is introduced and used in the analysis. An asymmetric equivalent circuit is used for both data generation and estimation. Different aspects and sources of measurement and modeling error are introduced to investigate their impact …
Authors
Wang W; Ye J; Malysz P; Yang H; Emadi A
Pagination
pp. 1-7
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
June 1, 2015
DOI
10.1109/itec.2015.7165761
Name of conference
2015 IEEE Transportation Electrification Conference and Expo (ITEC)