Title :
Self-Commitment of Combined Cycle Units Under Electricity Price Uncertainty
Author :
Papavasiliou, Anthony ; Yi He ; Svoboda, Alva
Author_Institution :
Catholic Univ. of Louvain, Louvain la Neuve, Belgium
Abstract :
Day-ahead energy market clearing relies on a deterministic equivalent model with a limited time horizon, which may lead to inefficient scheduling of generating units from the point of view of generators. For this reason, generators may wish to assume the risk of self-committing their units with the hope of securing greater profits. This phenomenon may reduce the room for economic signals in the day-ahead market. In this paper we investigate the influence of risk aversion and price volatility on the decision of generators to self-commit units. We present a stochastic programming model for self-committing combined cycle units under price uncertainty with a conditional value at risk criterion. We use Benders decomposition to solve the problem and present results on a case study to draw conclusions.
Keywords :
combined cycle power stations; power generation economics; power generation scheduling; power markets; risk management; stochastic programming; Benders decomposition; combined cycle unit self-commitment; conditional value-at-risk criterion; day-ahead energy market clearing; deterministic equivalent model; economic signals; electricity price uncertainty; generating unit inefficient scheduling; limited time horizon; price volatility; risk aversion; stochastic programming model; Computational modeling; Electricity; Fuels; Generators; Real-time systems; Turbines; Uncertainty; Benders decomposition; combined cycle units; conditional value at risk; self-commitment;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2014.2354832