In a previous post, I have explained how smart grid time series data can be cleaned in preparation for data analysis. Not all analyses involve predictions. In fact, the preliminary
Category: Data science

Cleaning up smart grid data (with examples)Cleaning up smart grid data (with examples)
You probably noticed in the featured image of this post that there are some funny negative values in the energy data. You might have seen some gaps as well. All

Smart grid data and timeSmart grid data and time
When talking about smart grid data it is hard to avoid the variable associated with time. A blackout occurred at a specific time; high consumption will be expected between 1