DocumentCode :
1127307
Title :
Simulation of Optimal Medium-Term Hydro-Thermal System Operation by Grid Computing
Author :
Baslis, Costas G. ; Papadakis, Stylianos E. ; Bakirtzis, Anastasios G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
Volume :
24
Issue :
3
fYear :
2009
Firstpage :
1208
Lastpage :
1217
Abstract :
This paper presents a model for the simulation of the optimal medium-term operation of a hydrothermal system. System stochastic parameters are modeled by Monte Carlo scenarios, which are solved on distributed processors. For each scenario a yearly hydro-thermal scheduling (HTS) problem with hourly time resolution is formulated and solved as a large mixed integer linear program (MILP). HTS modeling includes unit commitment, start-up costs and minimum up/down time constraints. The model is applied to the Greek power system, comprising 29 thermal units and 13 hydroplants; 100 simulation scenarios are generated and solved on 18 distributed processors. Test results include both medium-term objectives, such as reservoir water management, and short-term decisions such thermal unit start-up decisions.
Keywords :
Monte Carlo methods; grid computing; hydrothermal power systems; integer programming; linear programming; power system simulation; Greek power system simulation; Monte Carlo scenario; distributed processors; grid computing; hydro-thermal scheduling; mixed integer linear program; optimal medium-term hydro-thermal system; stochastic parameter; Grid computing; Monte Carlo simulation; mixed integer programming; power system simulation;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2009.2023261
Filename :
5159361
Link To Document :
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