DocumentCode :
1875599
Title :
UCGO: the use of the geometric optimization model to solve the unit commitment problem
Author :
Roa-Sepulveda, Claudio ; Canales, Mauricio ; Lillo-Saavedra, Mario ; Pavez-Lazo, Boris
Author_Institution :
Dept. of Electr. Eng., Concepcion Univ., Chile
Volume :
3
fYear :
2001
fDate :
2001
Abstract :
This paper proposes the use of a model based on the geometric optimisation (GO) technique of molecular systems to solve the unit commitment problem (UC). To achieve this, the units are modelled as artificial molecules where each atom of those molecules defines a generative unit operation state. To obtain the geometric optimisation and hence the optimisation of the entire generating set, the simulated annealing technique, as an optimisation tool, is selected. The whole model is devised in this paper by having a continuous characteristic rather than the classical formulation of UC. A preliminary application to a 5-unit test system for one hour of operation subject to technical restrictions and initial conditions to each generative unit is shown
Keywords :
power generation dispatch; power generation planning; power generation scheduling; simulated annealing; electricity generation planning; generative unit operation state; geometric optimization model; initial conditions; molecular systems; simulated annealing; technical restrictions; unit commitment; Biological system modeling; Biology computing; Constraint optimization; Cost function; Power system modeling; Proposals; Simulated annealing; Solid modeling; System testing; Turning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Tech Proceedings, 2001 IEEE Porto
Conference_Location :
Porto
Print_ISBN :
0-7803-7139-9
Type :
conf
DOI :
10.1109/PTC.2001.964885
Filename :
964885
Link To Document :
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