Li-ion battery SOC estimation using EKF based on a model proposed by extreme learning machine
In this paper, a method for modeling and estimation of Li-ion battery state of charge (SOC) using extreme learning machine (ELM) and extended Kalman filter (EKF) is proposed. The Li-ion battery model from ELM, which is established by training the data from the battery block in MATLAB/Simulation, cou...
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| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2013
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| Online Access: | https://hdl.handle.net/10356/98879 http://hdl.handle.net/10220/12835 |
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| Institution: | Nanyang Technological University |
| Language: | English |