A fault diagnosis method for series connection of power battery packs
A power battery pack and series connection technology, which is applied in the direction of measuring electricity, measuring electrical variables, instruments, etc., can solve the problems of low reliability of fault diagnosis, inability to distinguish contact resistance and increase in battery internal resistance, etc. The method is convenient and intuitive, and increases Reliability and the effect of reducing the operating load
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[0062] Example (1): The mean square error value of each battery cell is as follows Figure 4 As shown, the mean square error values of the 3rd and 4th battery cells are always approximately zero, while the mean square error values of the 1st and 2nd battery cells are greater than zero and there are obvious fluctuations, so it is preliminarily determined that there is an abnormal voltage. The voltage detection anomaly coefficient calculated by Z-score based on the mean square error is as follows: Figure 5 As shown, in addition to the shelving state, the abnormal voltage coefficients of the 3 and 4 battery cells are less than zero, and the voltage abnormal coefficients of the 1 and 2 battery cells are greater than zero. There is a connection failure, that is, a secondary failure has occurred. recombine Image 6 As shown, except battery cell 1 (directly connected to the cycler negative pole), the temperature rise rate of battery cell 2 is significantly greater than twice t...
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[0063] Example (2): The mean square error value of each battery cell is as follows Figure 7 As shown, the mean square error values of the 1 and 4 battery cells are always approximately zero, while the mean square error values of the 2 and 3 battery cells are greater than zero and there are obvious fluctuations, so it is preliminarily determined that there is an abnormal voltage. The voltage detection anomaly coefficient calculated by Z-score based on the mean square error is as follows: Figure 8 As shown, in addition to the shelving state, the abnormal voltage coefficients of the 1 and 4 battery cells are less than zero, while the voltage abnormal coefficients of the 2 and 3 battery cells are greater than zero. There is a connection failure, that is, a secondary failure has occurred. recombine Figure 9 As shown, except battery cell 1 (directly connected to the negative electrode of the cycler), the temperature rise rate of battery cell 3 is significantly greater than ...
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