The invention discloses a calibration method for a battery
internal resistance tester, and the method comprises the following steps: S1, carrying out the N times of measurement of the standard resistance through a battery
internal resistance tester in a standard temperature environment, and constructing a training sample; s2, for M standard resistors with different resistance values, repeatedly executing the step S1 to obtain M training samples; s3, in environments with different temperatures, the step S2 is executed repeatedly, and a
training set is constructed; s4, constructing a battery
internal resistance tester calibration model based on a neural network
algorithm and training the battery internal resistance tester calibration model; and S5, when the battery internal resistance tester is used for carrying out actual measurement, carrying out N times of measurement on the to-be-tested battery, then constructing a
feature vector of the to-be-tested battery internal resistance tester, inputting the
feature vector into the trained battery internal resistance tester calibration model to obtain a deviation, and compensating a measurement result by using the obtained deviation. According to the method provided by the invention, the deviation at different temperatures can be predicted and compensated, and the precision of the battery internal resistance tester is effectively improved.