Estimation of the Time of Occurrence of the Maximum Electrical Demand by Selecting the Optimal Classification Model and Making Use of Unbalanced Data
Studies on electricity demand forecasting usually focus on the magnitude of the variable, however, the toy-cleaner methodology used in this study also addresses the time at which the peak demand occurs, crucial for planning energy generation, smoothing the demand peaks and establishing differentiated rates.To predict the time of maximum demand, sup