Problem : I have Data for a battery cycle which is in single "Row" form and I want to implement these three given parameters to in a 2D LookUp table in matlab simulink , such that the LookUp table gives "Voltage" as output. My basic problem is that how can I Mould this Row type data in Matrix form in LookUp table . how can i use Row-major or coloumn-Major data representation in present scenerio: In simple words how can i train Lookup table to judge SOC and Current data and give corresponding Voltage as result ???? Testdata has followiong dimentions:
Given Data dimensions: Voltage (1 * 1000) Current (1 * 1000) SOC (1 * 1000)
do You have a model for the battery using current and SOC as inputs and voltage as output? If this is the case, use the data to calculate model parameters by least square optimization.
If this is not the case, you can build your own heuristic model using polynomials or just use triangular interpolation methods.