lithium-ion cell model with aging effect simulation

I want to create the lithium-ion cell model which can simulate the ageing effect also.

I do have the data of 400 cycles for the charging and discharging of the cell. So how can I use this data for ageing simulation of the battery? (I want to create the model of a cell with an ageing effect so that I can use it for the BMS validation)

if you are suggesting me to use this data to train the Neural Network, As I am new in this field, please suggest me where can I get the basic material for reading (Research papers, books, video tutorials, etc.)

please, help me with these questions...

thanking in advance ..... : )

[Huma Iqbal]

Can you share the data please? i am a phD student working on second life batteries in stationery energy storage system. I am struggling to find Lithium ion battery data. If you can share it will be much appreciated. Thanks in advance Huma

Answer 1

[Xiangchun]

Hi Kunal,

You can use the Battery Equivalent Circuit block from Simscape Battery to model cycling aging. To see the documentation for this feature, please refer to: Battery Equivalent Circuit - Battery model with electro-thermal dynamics and optional faults - MATLAB.

Here is an example showing how to use this feature: Model Battery Cycling Aging - MATLAB & Simulink.

Best regards,

Xiangchun