Neural Networks and Costa Rica’s Electricity
Hi. Last post I said I was getting into Machine Learning, especcially Neural Networks. They are indeed nice!
This post I want to say that I will soon share my Neural Network model applied to Electricity Demand in Costa Rica.
My Neural Network model goal is to correctly clasify Costa Rica’s future Electricity Demand into 6 categories given some variables.
These 6 categories tell whether Costa Rica’s Electricity Demand will increase (or decrease) significantly (or not) for a given hour.
In simpler words, it is a simple way of forecasting demand pressure in the system.
Therefore, it is of relevant interest to know how well the model did in accuracy terms, because it can serve as a new tool for the technical security of any electrical system.
Also, it is a good example of how Neural Networks work, since it’s such a nice modern topic.
Until next post.