Load Profile Segmentation using Residential Energy Consumption Data
March 5, 2021 8:01 am In this paper, a new approach for load profile segmentation is investigated for residential energy consumption. The proposed approach considers the daily level granularity and identifies dominant patterns of energy consumption for individual participants. The analysis uses adaptive k-means clustering to determine the number of clusters that improve the distances...Read More