Electronic device for adaptive power management

An electronic device comprising:

• a location measurement circuitry;
• a rechargeable battery;
• a memory configured to store instructions;
• and
• at least one processor, wherein the at least one processor is configured to execute the instructions to:
• while it is identified using the location measurement circuitry that the electronic device operating in a first power management state is within a first location:
• identify a discharge rate of the battery,
• determine, by applying the discharge rate to a model, an estimated time point at which a remaining level of the battery reaches a reference battery level, and
• switch the first power management state to a second power management state, based on data obtained by applying information on the discharge rate and information on the first location to a model, the model trained based on a discharging history of the battery and a charging history of the battery the estimated time point and a distance between the first location and a location that is acquired using the model and in which the battery is estimated to be charged, and
• while it is identified using the location measurement circuitry that the electronic device operating in the first power management state is within a second location different from the first location:
• identify the discharge rate of the battery,
• determine the estimated time point by applying the discharge rate to the model, and
• maintain the first power management state based on another data obtained by applying the information on the discharge rate and information on the second location to the model the estimated time point and a distance between the second location and the location.