Research of Power Consumers Behavior Using Fuzzy C-means Algorithm

To solve the problem that power enterprises make different power service strategies for users. The Fuzzy C-means (FCM) algorithm is used to cluster the monthly power consumption data in a certain area, the clustering results in 3 different months, the same clustering center and the monthly power consumption load curve are calculated. Based on the results of the algorithm, the reliability of the algorithm is evaluated. The clustering center obtained in a certain month is input into an algorithm to evaluate the fitness. According to the cluster analysis, there are some characteristics of the user's power load in September, and some fluctuations in the power grid. Power enterprises can formulate corresponding power service strategies for different power users to reduce grid fluctuations and improve power efficiency.