Title :
A decision support system for energy trading and portfolio optimization
Author :
Teive, R.C.G. ; Lange, Tobias ; Arfux, G.A.B. ; Queiroz, A.K. ; Rosa, L.F.S.C. ; Neto, A. Vieira
Author_Institution :
Vale do Itajai Univ. - UNIVALI, Itajaí, Brazil
Abstract :
In the new competitive environment of the electricity market, risk analysis is a powerful tool to guide investors under both contract uncertainties and energy prices of the spot market. Moreover, simulation of spot price scenarios and evaluation of energy contracts performance, are also necessary to the decision maker, and in particular to the trader to foresee opportunities and possible threats in the trading activity. In this context, computational systems that allow what-if analysis, involving simulation of spot price, contract portfolio optimization and risk evaluation are rather important. This paper proposes a decision support system not only for solving the problem of contracts portfolio optimization, by using linear programming; but also to execute risks analysis of the contracts portfolio performance, with VaR and CVaR metrics. Realistic tests have demonstrated the efficiency of this system.
Keywords :
decision support systems; linear programming; power markets; risk analysis; decision support system; electricity market; energy contracts performance; energy prices; energy trading; linear programming; portfolio optimization; risk analysis; spot market; Board of Directors; Commercialization; Computational modeling; Contracts Portfolio Optimization; Decision Support System; Electrical Energy Trading; Linear Programming;
Conference_Titel :
Energy Market (EEM), 2010 7th International Conference on the European
Conference_Location :
Madrid
Print_ISBN :
978-1-4244-6838-6
DOI :
10.1109/EEM.2010.5558692