Risk Management in the Commercialization Activity in Brazil - An Approach by Using Markowitz, VaR and CVaR

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. This paper compares three risk measures: medium variance, maximum loss and medium maximum loss applied to the ener...

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Hauptverfasser: de Oliveira, M.F., Arfux, G.A.B., Teive, R.C.G.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung: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. This paper compares three risk measures: medium variance, maximum loss and medium maximum loss applied to the energy commercialization problem. These methodologies are used to support the decision-making process in the investment analysis problem, considering the definition of the best contracts portfolio. It is illustrated in this paper that, techniques presented by Markowitz, value-at-risk and conditional value-at-risk theories can be used in a complementary way, improving the quality of decision in the energy commercialization problem
DOI:10.1109/TDCLA.2006.311411