A system and method for identifying and reducing power consumption in a rendering device based on an inactivity period. Historical data based on a customer usage pattern can be analyzed to detect the inactivity period (e.g., end of day) and to intelligently force the device into a lower energy state. A sleep and low power time can be calculated and a sleep and low power time out period can be reduced to a minimum value based on the inactivity period.