The following article describes a proposal that aims to plan and develop a framework for Smart cities using modeling by UML through the Colossus software tool. Further design analysis applied to Smart cities based on wireless sensor networks is developed. The analysis is proposed using ARIMA time series for finding a correlation of consumption of electricity in 50 Colombian homes and a possible forecast if it were used iInternet of things (IoT) as a possible method to save on electrical energy consumption.