State of Charge Estimation of lithium-ion battery by Dual Extended Kalman Filters

碩士 === 元智大學 === 電機工程學系 === 101 === This thesis will demonstrate the imitated testing for how to get more precious and effect result for the procedure of charge and discharge by Lithium Battery. The testing will apply the Dual Extended Kalman Filters to estimate the quantity of electricity. Firstly,...

Full description

Bibliographic Details
Main Authors: Jie-Ling Peng, 彭价伶
Other Authors: Jungh-Si Lee
Format: Others
Language:zh-TW
Online Access:http://ndltd.ncl.edu.tw/handle/43590298409887809417
Description
Summary:碩士 === 元智大學 === 電機工程學系 === 101 === This thesis will demonstrate the imitated testing for how to get more precious and effect result for the procedure of charge and discharge by Lithium Battery. The testing will apply the Dual Extended Kalman Filters to estimate the quantity of electricity. Firstly, the Lithium Battery should be placed on the testing platform to run the charge and discharge testing by different electricity. Then the data will be summarized for the further study and discussion base on the dynamic criteria afterward. The testing will adopt Simplified equivalent circuit modeling and Integrity equivalent circuit modeling as well as Dual Extended Kalman Filters to do the electricity estimation.