In one aspect, a device includes a processor, a battery accessible to the processor and that powers the processor, and storage accessible to the processor. The storage bears instructions executable by the processor to predict a discharge amount of the battery that is to occur within a predefined time and, based on the prediction, determine a frequency at which the battery is to be charged.