DocumentCode :
735687
Title :
Stochastic optimization applied to Brazilian hydroelectric seasonalization of assured energy
Author :
Lorey, Luiz Fernando ; Iha, Fabio Hideki ; Hoffmann, Lara ; Pereira, Isabela Ferreira ; Silva, Ivo Chaves da ; Dias, Bruno Henriques ; Marcato, Andre Luis Marques
Author_Institution :
Duke Energy Geração Paranapanema, São Paulo - Brazil
fYear :
2015
fDate :
June 29 2015-July 2 2015
Firstpage :
1
Lastpage :
6
Abstract :
The Brazilian power system is mainly composed of hydroelectric generation. Due to the stochasticity of inflows each hydroelectric plant receives an assured energy certificate, also known as physical guarantees. In general, the assured energy certificates correspond to the energy that each plant can produce at a 95% confidence level., They also represent the maximum energy each hydro unit can contract. So, the hydro generators are constrained by the assured energy and they determine their portfolio of energy contracts with free consumers, other generators, distribution companies and trade companies accordingly. The portfolio is composed of bilateral contracts that are, mainly composed of long term contracts negotiated significantly before the power delivery. Even considering that the assured energy is constant, each generator can seasonalize it on a monthly base, but keeping to the total annual assured energy. This paper aims to use stochastic dual dynamic programming to optimize the seasonalization of this assured energy considering the bilateral contracts previously assigned and the projection of the spot price. The results obtained show a considerable increase in the revenues of a generator utility from the Brazilian system.
Keywords :
Commercialization; Contracts; Dynamic programming; Generators; Genetic algorithms; Optimization; Stochastic processes; assured energy; operation planning of hydrothermal systems; stochastic dual dynamic programming;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven, Netherlands
Type :
conf
DOI :
10.1109/PTC.2015.7232568
Filename :
7232568
Link To Document :
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