Provided herein is a computer implemented system for managing power supply for an electronic device. The system includes computer a learning component that is trained and constructs models according to usage patterns of the electronic device, a component providing a first phase of model building relating to usage of the electronic device; and a forecasting component that employs the learning component and models to generate predictions relating to usage of the electronic device.