Analyzing energy consumption is currently of great interest to define efficient management strategies. In particular, studying the evolution behavior pattern can allow policies be defined according time year. this sense, work proposes study patterns using online clustering techniques. centroids groups constructed by techniques will represent their patterns. Specifically, two unsupervised machin...