DocumentCode :
267517
Title :
Application of CVaR risk aversion approach in the expansion and operation planning and for setting the spot price in the Brazilian hydrothermal interconnected system
Author :
Maceira, M.E.P. ; Marzano, L.G.B. ; Penna, D.D.J. ; Diniz, A.L. ; Justino, T.C.
Author_Institution :
Electr. Energy Res. Center, CEPEL, Rio de Janeiro, Brazil
fYear :
2014
fDate :
18-22 Aug. 2014
Firstpage :
1
Lastpage :
7
Abstract :
Long-term hydrothermal generation planning (LTHTP) problems have been traditionally conceived as minimum cost-based optimization models. However, such policy may lead to unacceptable amounts of load curtailment in critical inflow scenarios, which are likely to be avoided. This paper describes a direct approach for the implementation of a Conditional Value-at-Risk (CVaR) version of stochastic dual dynamic programming for the LTHTP problem. We also present the main results of the validation studies for determining the values of the key parameters of the model. The proposed methodology has been officially used in Brazil since September 2013 for the following activities: operation planning and dispatch, setting the spot prices and for expansion planning.
Keywords :
dynamic programming; hydrothermal power systems; load dispatching; power generation economics; power generation planning; power system interconnection; pricing; stochastic processes; AD 2013 09; Brazilian hydrothermal interconnected system; CVaR risk aversion; CVaR version; LTHTP problems; conditional value-at-risk; cost-based optimization models; dispatch; expansion planning; load curtailment; long-term hydrothermal generation planning; operation planning; spot price; stochastic dual dynamic programming; Computational modeling; Optimization; Planning; Power systems; Reservoirs; Silicon compounds; Stochastic processes; CVaR; expansion planning; hydrothermal systems; operation planning; optimization; risk aversion; spot prices; stochastic programming;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Systems Computation Conference (PSCC), 2014
Conference_Location :
Wroclaw
Type :
conf
DOI :
10.1109/PSCC.2014.7038325
Filename :
7038325
Link To Document :
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