Title :
Unified modeling of short- and long-term effects in hydropower systems
Author :
Skjelbred, Hans Ivar
Author_Institution :
Dept. of Electr. Eng., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
Traditional modeling of hydropower systems consist of a two-step process. The first part is a strategic analysis of seasonal inflow producing water values as guidelines for reservoir utilization. In the second part these guidelines are used as input for a short-term model with a finer resolution resulting in a detailed operating strategy. In this paper a modeling approach is presented unifying the previously decoupled parts into an Lagrange relaxation scheme incorporating the short term operating in the long term guidelines and vice versa.
Keywords :
hydroelectric power stations; integer programming; linear programming; power generation scheduling; stochastic programming; Lagrange relaxation scheme; backward stochastic dynamic programming; detailed operating strategy; extensive hydropower scheduling model; hydropower systems; linear programming; mixed integer programming; reservoir utilization; seasonal inflow strategic analysis; short-term model; unified modeling; Discharges; Dynamic programming; Hydroelectric power generation; Numerical models; Production; Reservoirs; Stochastic processes; Hydropower; Lagrange relaxation; dynamic programming; generation scheduling;
Conference_Titel :
PowerTech, 2011 IEEE Trondheim
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-8419-5
Electronic_ISBN :
978-1-4244-8417-1
DOI :
10.1109/PTC.2011.6019418