Title :
A Stochastic Dual Dynamic Programming model for medium-term hydrothermal scheduling in Greece
Author :
Ourani, Konstantina I. ; Baslis, Costas G. ; Bakirtzis, Anastasios G.
Abstract :
This paper describes the development and application of the Stochastic Dual Dynamic Programming (SDDP) algorithm for solving the optimal medium-term hydrothermal scheduling in the Greek power system. The method aims at providing a more elaborate optimization tool compared to the traditional approaches used for medium-term hydrothermal scheduling in Greece; the latter have been developed on deterministic assumptions, while the proposed tool recognizes the impact of inflow uncertainty and provides well-hedged management strategies for each reservoir. The described method is developed using GAMS/CPLEX and tested for a power system similar to the Greek Interconnected Power System. The method proposed can be a stepping stone towards the calculation of the variable cost of each hydroplant on a monthly basis, a goal that has been officialy set forth by the Greek Regulatory Authority for Energy.
Keywords :
dynamic programming; hydroelectric power stations; power generation scheduling; stochastic programming; thermal power stations; GAMS-CPLEX; Greece; Greek Regulatory Authority for Energy; Greek interconnected power system; SDDP algorithm; hydroplant; inflow uncertainty; optimal medium-term hydrothermal scheduling; optimization tool; power system; reservoir; stochastic dual dynamic programming model; well-hedged management strategy; Approximation algorithms; Dynamic programming; Heuristic algorithms; Planning; Power systems; Production; Reservoirs; Hydrothermal Scheduling; Stochastic Dual Dynamic Programing; Variable Cost;
Conference_Titel :
Universities Power Engineering Conference (UPEC), 2012 47th International
Conference_Location :
London
Print_ISBN :
978-1-4673-2854-8
Electronic_ISBN :
978-1-4673-2855-5
DOI :
10.1109/UPEC.2012.6398566