Title :
Risk-constrained scheduling and offering strategies of a price-taker hydro producer under uncertainty
Author :
Pousinho, H.M.I. ; Catalao, Joao P. S. ; Contreras, Javier ; Bakirtzis, Anastasios G.
Author_Institution :
Dept. of Electromech. Eng., Univ. Beira Interior (UBI), Covilha, Portugal
Abstract :
This paper proposes a mixed-integer nonlinear programming approach to maximize the total expected profit of a price-taker hydro producer operating in a pool-based electricity market. Head dependence, commitment decisions, discharge ramping, startup costs and forbidden zones are all effectively handled in our approach. Market uncertainty is modeled via price scenarios and risk management is suitably addressed using conditional value-at-risk. Appropriate offering strategies to the day-ahead market are developed, consisting of hourly supply functions generated for different risk levels. A realistic cascaded hydro system with seven reservoirs is considered as a case study for analyzing and comparing risk-neutral vs. risk-averse results. Conclusions are duly drawn.
Keywords :
hydroelectric power; integer programming; nonlinear programming; power markets; profitability; risk management; commitment decisions; day-ahead market; discharge ramping; forbidden zones; head dependence; market uncertainty; mixed-integer nonlinear programming; pool-based electricity market; price scenarios; price-taker hydro producer; risk management; risk-constrained scheduling; startup costs; supply functions; total expected profit; value-at-risk; Discharges (electric); Power generation; Reservoirs; Standards; Trajectory; Uncertainty; Hydro energy; offering strategies; risk management; scheduling; uncertainty;
Conference_Titel :
PowerTech (POWERTECH), 2013 IEEE Grenoble
Conference_Location :
Grenoble
DOI :
10.1109/PTC.2013.6652092