Method and system for evaluating health state of battery
A technology of health status and evaluation system, applied in the direction of measuring electricity, measuring electrical variables, measuring devices, etc., to achieve the effect of easy application
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Embodiment 1
[0061] Such as figure 1 As shown, the method for evaluating the state of health of the battery in this embodiment includes the following steps:
[0062] Step 101. Obtain life decay data of multiple batteries of the same type.
[0063] Among them, the life attenuation data includes parameters such as voltage, current and temperature of the battery during charging and discharging. The above parameters can be obtained through real-time monitoring of the battery by the BMS system (battery management system).
[0064] Step 102, smoothing and denoising the life attenuation data by using a digital filtering method. In order to screen out outliers and problematic data, the accuracy of model building in step 104 is improved.
[0065] Step 103, constructing the initial characteristic parameters of the battery according to the life decay data and calculating the capacity data sequence.
[0066] Step 104: Calculate the correlation coefficient between the capacity data sequence and the...
Embodiment 2
[0130] Such as Figure 4 As shown, the battery health status evaluation system of this embodiment includes: a data acquisition module 1 and a calculation module 2 .
[0131] The data acquisition module 1 is used to acquire life decay data of multiple batteries of the same type. Among them, the life attenuation data includes parameters such as voltage, current and temperature of the battery during charging and discharging. The above parameters can be obtained through real-time monitoring of the battery by the BMS system (battery management system).
[0132] Calculation module 2 is used to construct the target characteristic parameters of the battery and calculate the capacity data sequence based on the life decay data, and to fit the capacity data sequence and the target characteristic parameters based on the least square method to construct a health status assessment model. A state-of-health assessment model is used to calculate the effective capacity of the battery.
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