Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets

In the this paper, we show a methodological summary to simulate and understand the complex behavior of energy market models. The goal of this work is to propose the business approach of system dynamics, with the dynamical systems and its mathematical point of view. Additionally we present two ways to perform sensitivity analysis on models based on system dynamics. The first one is numerical sensitivity analysis, and the second one is using Poincaré maps. Finally, we conclude that there is complementarity between the mathematical framework and the business applications for the market. This will allow us to achieve greater exploitation for our models.

• Autores: Valencia-Calvo, Johnny; Franco-Cardona, Carlos Jaime; Olivar-Tost, Gerard; Dyner, Isaac
• Fecha de publicación: 2016
• Institución: Universidad EAFIT
• Repositorio: Repositorio EAFIT
• Idioma: spa
• OAI Identifier: oai:repository.eafit.edu.co:10784/11298
• Acceso en línea: http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/3355; http://hdl.handle.net/10784/11298
• Palabra clave: Complex behavior; system dynamics; Poincare maps; dynamical systems; energy markets; methodology; modeling and simulation; Complejidad; sistemas dinámicos; mapas de Poincaré; dinámica de sistemas; mercados energéticos; metodología; modelado y simulación
• License: Copyright (c) 2016 Ingeniería y Ciencia | ing.cienc.