Clustering techniques for energy losses evaluation in distribution networks

The size and complexity of primary distribution networks make it impossible to carry out an exhaustive analysis of each individual feeder, so a sampling approach may be adopted to evaluate the energy losses for whole distribution networks. Clustering techniques were applied to several databases, obtaining particular characteristics of the feeders groups. For every group (cluster), the feeder that represents the best the group characteristics and the energy losses was identified.