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

Avg Bid (USD)
Project Budget (USD)
$250 - $750

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

Additional Project Description:
07/06/2010 at 13:57 NZST
A short final report (~10 pages) is requested to be handed in after 10/30. The due date could be further discussed.

Skills required:
Automotive, Electrical Engineering, Machine Learning, Mathematics, Matlab & Mathematica
Additional Files: fig_1.jpg tec05_batt_modl.pdf
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