2016-03-302016-03-301998Riquelme Santos, J.C., Gómez Expósito, A.,...,Peças Lopes, J.A. (1998). Overload screening of transmission systems using neural networks. En Methodology and Tools in Knowledge-Based Systems Vol. 1415, Lecture Notes in Computer Science pp 796-803 (1998) .http://hdl.handle.net/11441/39135The process of determining whether a power system is in a secure or insecure state is a crucial task which must be addressed on-line in any Energy Management System. In this paper, an Artificial Neural Network, capable of accurately identifying the set of harmful contingencies, is presented, along with several results obtained from a real-size power network. The proposed approach makes use of classical numerical techniques to compensate the ANN'S inputs so that it can deal with topological changes in the power system.application/pdfengAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://creativecommons.org/licenses/by-nc-nd/4.0/Artificial Intelligence (incl. Robotics)EngineeringgeneralComputer-Aided Engineering (CAD, CAE) and DesignIT in Businessinfo:eu-repo/semantics/bookPartinfo:eu-repo/semantics/openAccesshttps://dx.doi.org/10.1007/3-540-64582-9_812