In this tutorial, we’ll test two different techniques to quantify uncertainty: an approach included in the ASHRAE Guideline 14, and k-fold cross validation. Both techniques aim to quantify the uncertainty of the total estimated energy savings value, rather than the uncertainty of the savings estimation for each time step of the reporting period.