Estimation of State of Charge of Li-ion Battery using RBFNN

This project was successfully completed by bchandra1955 for $300 USD in 45 days.

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45 days
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Project Description

1) A battery model built by Matlab/Simulink will be provided. (Make sure you are capable to read code/simulink diagram by yourself)

PS: You can also make your own battery model based on the attached paper fig. 2 (Make it 24V, 2 modules)

2) You must design a Radial Basis Function Neural Network to estimate accurately the battery state of charge (SOC).

3) System Input: trajectories of voltage and current during discharging, trajectories of voltage and current during charging, trajectories of temperature of battery

4) System Output: indicator shows SOC, indicator shows operating duration available, indicator alerts electric energy shortage.

5) You must provide a control method flowchart and comment thoroughly on your source code written using Matlab/Simulink.

6) Due date:

7/25 first part (indicator shows SOC)

10/30 complete the entire work

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