Investigação Operacional
ISSN 0874-5161
CATALAO, João; MARIANO, Sílvio; MENDES, Victor FERREIRA, Luís. Electricity prices forecasting through artificial neural networks. []. , 27, 2, pp.151-163. ISSN 0874-5161.
In this paper, a computational tool based on artificial neural networks is presented for electricity prices forecasting to support decision making in a competitive environment. The numerical results obtained for a case study illustrate the behaviour of the computational tool proposed comparatively to a time-series approach.
: Price forecasting; Neural network; Levenberg-Marquardt algorithm.