Method for estimating charge state of power cell
A power battery, state of charge technology, applied in the direction of secondary battery charging/discharging, secondary battery, secondary battery repair/maintenance, etc., can solve the problem that the SOC is difficult to determine, difficult to determine, and the neural network method does not meet the actual use situation. and other problems to achieve the effect of simplifying the modeling process and reducing the error of the estimation results
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[0060] In this embodiment, the state of charge (SOC) of a lithium-ion power battery with a nominal capacity of 3300 mAh is estimated within one cycle.
[0061] First, take the lithium-ion power battery with the nominal power of 3300mAh that has consistency differences, according to the method of multiple measurements and use a single hidden layer BP forward neural network (such as Figure 4 ), to determine C at different open circuit voltages 0t change curve (such as figure 1 ), K under different discharge rates i Variation curve (such as figure 2 ), K at different temperatures w Variation curve (such as image 3 ); According to the ratio of the electric quantity of a complete small-rate discharge to the nominal electric quantity, the actual electric quantity correction factor K is obtained c =0.9110, because the state points estimated in this embodiment are all carried out within one cycle of the battery, so there is no need to consider the influence of the number of cy...
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