PASTORA, an acronym for Preventive Analysis of Smart Grids with Real Time Operation and Renewable Assets Integration, is being developed at the Smartcity Living Lab in Malaga, an innovation ecosystem that brings together all the technologies of smart or smart networks grids in a real environment. With innovation projects such as PASTORA, ENDESA Malaga works to advance the digitization of the distribution network through the incorporation of artificial intelligence and big data techniques into energy to improve our services.It counts with 37 transformation centers monitored from Endesa's systems to serve real customers that allow to draw conclusions.This project, a new step in the digitization of the distribution network, is carrying out this together with a consortium of the part of Ayesa Advanced Technologies, Ormazabal Media Voltage, Ingelectus Innovative Electrical Solutions, AICIA ( university of Seville) and the University of Granada. It has a budget of 2.8 million euros that has been partly subsidized by the CDTI, Centre for Industrial Technological Development, supported by the Ministry of Science, Innovation and Universities and co-financed by the European Union with ERDF funds "Spain Multi-Regional Operational Programme 2014-2020.This project, a new step in the digitization of the distribution network, is carrying out this together with a consortium of the part of Ayesa Advanced Technologies, Ormazabal Media Voltage, Ingelectus Innovative Electrical Solutions, AICIA ( university of Seville) and the University of Granada. It has a budget of 2.8 million euros that has been partly subsidized by the CDTI, Centre for Industrial Technological Development, supported by the Ministry of Science, Innovation and Universities and co-financed by the European Union with ERDF funds "Spain Multi-Regional Operational Programme 2014-2020".The MONICA project was also previously developed and also focused on the automation of the electricity grid, whose conclusions have served as a starting point for advancing the predictive maintenance of the network.