Recent years, global environmental problems have become aggravated, and various energy-saving functions and methods been introduced in vending machines. However, it is reported that useless energy is consumed because the amount of power consumption changes greatly by the installation environment in actual operation. We aim to improve over concentration of vending machines by considering demands, conveniences, and environmental impact of vending machines. In this study, we demonstrated the system in operation around the place for Japan, monitoring the operating status of the vending machine. And, create a new formula to predict the power consumption of the vending machine considering the regional differences based on the data stored in various parts of Japan, and more accurate.