The invention discloses a battery
equalization control method and device,
electronic equipment and a storage medium, and the method comprises the steps: determining historical state parameters of at least two batteries in at least
two temperature intervals and at least two
equalization resistors, and taking the historical state parameters as training data; training a preset neural
network model through the training data to obtain an equilibrium model; burning the
equalization model into a controller of a target battery so as to determine an equalization resistance specification value through the equalization model based on a
current cell monomer voltage difference of a
battery pack where the target battery is located, a current real-time temperature, a current battery cycle index of the target battery and a current battery health state, the target battery being a master control battery and / or a slave control battery; and switching to an equalization
resistor matched with the equalization
resistor specification value through the controller of the target battery, and starting
resistor equalization. The battery equalization decision reliability can be improved, the battery equalization decision cost is reduced, the equalization efficiency is improved, and the service life of the battery is prolonged.