A technique and components of a device to manage power distribution of multiple energy sources based on one or more feature(s) associated with the device. The device includes at least a first battery module associated with a first mode and a second battery module associated with a second mode. The device can receive from one or more sensor(s), sensor data indicating one or more feature(s) associated with the device. The device can determine the second mode based on the one or more feature(s), and switch to the second mode. Based on the second mode, the device can determine the second battery module to provide power to the device and cause the second battery module to distribute electric power to the device.