How can I develop a battery degradation model?
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I have a data set that contains 3 input variables that affect the output variable (battery health). As expected, the battery health decreases with time, and I pretend to model the degradation in function of the 3 inputs.
My goal is to predict the evolution of battery degradation in the future, with new values.
What MatLab tool or app should I use in order to minimize my error and improve the model's reliability? ANN ? Regression learner?
Thank you in advance.
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Xiao Xiong Thng
2020-9-25
I know this is abit late and I'm actually doing a same project but for those in need do take a look at this simulink model https://www.mathworks.com/help/physmod/sps/ug/12-8-v-40-ah-lithium-ion-lifepo4-battery-aging-model-1000-h-simulation.html
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