Parameter Estimation of a Time-Dependent Lumped Battery Model
Application ID: 54801
This tutorial uses a “black-box” approach to define a battery model based on a small set of lumped parameters, assuming no knowledge of the internal structure or design of the battery electrodes, or choice of materials.
The input to the model is the battery capacity, the initial state-of-charge (SOC), and an open circuit vs SOC curve, in combination with load cycle experimental data.
Parameter estimation of the lumped parameters is achieved using the Optimization interface.
This model example illustrates applications of this type that would nominally be built using the following products:
however, additional products may be required to completely define and model it. Furthermore, this example may also be defined and modeled using components from the following product combinations:
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