The representative load profiles identified were used as a means of reference when classifying the daily consumption load patterns. Generally, in previous studies of this theme, most researchers have rejected atypical load profiles as being the outcome of insignificant behavioral deviations. By contrast, the present study applies the atypical load profile as a benchmark for the investigation using outlier-detection techniques.