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

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

A short final report (~10 pages) is requested to be handed in after 10/30. The due date could be further discussed.

Beceriler: Otomotiv, Elektrik Mühendisliği, Makine Öğrenimi, Matematik, Matlab ve Mathematica

Daha fazlasını gör: state charge estimation matlab code, state charge simulink, simulink ion battery, estimation state charge battery matlab, matlab code state battery charge, simulink state charge battery matlab, matlab code voltage current charging battery, matlab battery soc code, ion matlab, charge battery matlab, simulink battery ion, radial basis function network state charge battery, matlab state charge, ion matlab charging, rbfnn ion soc estimation, charge ion battery, source code matlab, radial design, li.be, li-be, ion design, first energy, state charge estimation, matlab simulink state charge battery, matlab code soc estimation

İşveren Hakkında:
( 1 değerlendirme ) Vancouver, Canada

Proje NO: #730440



I am professional automation engineer, Can do your [url removed, login to view] MB. Brajesh

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Bu iş için 4 freelancer ortalamada $588 teklif veriyor


I am an Electrical Engineer from IIT Kanpur, India. I have done my PhD in Computer Vision and Machine Learning and have thoroughly used Multi-Layered Perceptron and Radial Basis Function Networks during my Engineering. Daha Fazla

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Dear Sir, Details in MB.

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We have done lot of matlab(simulink) IEEE paper projects in the field of electrical,electronics, communication and image/signal processing. We can fulfill your requirement with in due date. Please let me know about to Daha Fazla

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