Comparison of Two Kinds of Distance in Research on the Method of the Extraction of Load Pattern

The paper clusters power users’ load curves based on fuzzy C means (FCM) clustering algorithm, and to overcome the drawback due to Euclidean distance, the paper also defines a new similarity of curves to extract the power load models which eliminates the limitations of the Euclidean distance that considers only the geometric distance as the similarity measurement of curves.