DocumentCode
1720594
Title
Building the Optimal Contract Portfolio under Non-Probabilistic Uncertainties
Author
Pinto, L. ; Fernandez, M. ; Macêdo, L.H. ; Szczupak, J.
Author_Institution
Engenho, Rio de Janeiro
fYear
2007
Firstpage
2232
Lastpage
2235
Abstract
This paper proposes an integrated solution to the optimum portfolio building considering price and demand uncertainties. More than simply assessing risks, the proposed approach opens the possibility of a real and effective risk management, including maximum risk levels as optimization constraints. The resulting model corresponds to a stochastic non-linear integer programming problem and is solved by a customized algorithm, designed for efficiency and reliability. Possible extensions (targeting special markets customization) are straightforward and may be easily taken into account.
Keywords
integer programming; power system economics; risk analysis; stochastic programming; nonprobabilistic uncertainties; optimal contract portfolio; risk assessment; risk management; stochastic nonlinear integer programming problem; Contracts; Demand forecasting; Economic forecasting; Input variables; Load forecasting; Portfolios; Power generation economics; Risk analysis; Risk management; Uncertainty; Energy Portfolio Contracts; Energy Trading; Risk Management; Scenario Forecasts;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Tech, 2007 IEEE Lausanne
Conference_Location
Lausanne
Print_ISBN
978-1-4244-2189-3
Electronic_ISBN
978-1-4244-2190-9
Type
conf
DOI
10.1109/PCT.2007.4538665
Filename
4538665
Link To Document