Intelligent Geographic Information System for Decision Making in the Electricity Sector

Abstract

In the Electricity Union works on the development of a Geographic Information System (GIS) that has a conceptual basis and response to the different requests of the user. For this, the objective of the research is: to develop a model for the management of geospatial data, with the use of Artificial Intelligence techniques, as support to decision making in the electric sector. As a first step a light ontology is elaborated that endows the conceptual base system. To achieve the automatic queries a Case Based System is developed. The case database contains the description of static queries previously made in the form of cases and responds to a three-level hierarchical organization, which favors the processes of access, recovery and learning of cases. Each consultation consists of eleven fundamental features, of which eight are predictors and three objectives. This system is applied in all the electric companies of the country. The results of field validation evidence the feasibility of the proposal.