DocumentCode
2815764
Title
Application of evolutionary techniques to short-term optimization of hydrothermal systems
Author
Manzanedo, F. ; Castro, J.L. ; Perez-Donsión, M.
Author_Institution
ETSI Telecomunicacion, Vigo Univ., Spain
Volume
3
fYear
2000
fDate
2000
Firstpage
1539
Abstract
This paper presents the implementation of evolutionary techniques for solving short-term optimization problems of hydrothermal power systems where a complete model for the hydroplants is considered. Beyond the usual water conservation equations and bounds on variables, this formulation can handle some other important aspects of hydro plants and reservoirs that are rarely taken into account. Environmental and ramping costs of thermal units and transmission losses are also included in this formulation. The optimization process consists of a simulation of both the hydraulic and the thermal subsystems to obtain feasible (but no optimal) solutions, and the application of evolutionary methods to improve the global profit of the system gradually. The algorithms are applied to a real case with several coupled hydroplants and their results are compared with the ones obtained by other classical optimization methods to show the capacity of these methods to find global or near-global optimum solutions
Keywords
genetic algorithms; hydroelectric power stations; hydrothermal power systems; losses; thermal power stations; energy management; environmental costs; evolutionary methods; evolutionary techniques; genetic algorithms; global profit; hydroplants model; hydrothermal systems; near-global optimum solutions; optimization methods; ramping costs; short-term optimization; thermal power plant model; thermal subsystems; thermal units; transmission losses; water conservation equations; Genetic algorithms; Hydroelectric power generation; Lagrangian functions; Optimization methods; Power generation; Power system modeling; Reservoirs; Thermal loading; Water conservation; Water resources;
fLanguage
English
Publisher
ieee
Conference_Titel
Power System Technology, 2000. Proceedings. PowerCon 2000. International Conference on
Conference_Location
Perth, WA
Print_ISBN
0-7803-6338-8
Type
conf
DOI
10.1109/ICPST.2000.898200
Filename
898200
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