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Energy distribution networks require customized and sophisticated methodologies for their analysis and simulation. In particular, the characterization of their probabilistic behaviour is mandatory for a realistic planning aiming network development or optimization. This paper introduces a framework for the analysis of distribution networks and the characterization of their stochastic behaviour, developed in the scope of a successful R&D collaboration between EDP Distribuição and Universidade dodoi:10.34890/539 fatcat:qtgcxhsgyrfxbmznvmordp2gey