DocumentCode :
1570425
Title :
Generation and demand management via Particle Swarm Optimization
Author :
De Fátima Araujo, Thaís ; Uturbey, Wadaed
Author_Institution :
Electr. Eng. Dept., Fed. Univ. of Minas Gerais, Belo Horizonte, Brazil
fYear :
2011
Firstpage :
1
Lastpage :
5
Abstract :
This paper presents an implementation of the economic dispatch problem with demand participation representation using the Particle Swarm Optimization (PSO) technique. The problem is formulated in the context of a small grid, whose manager dispatches generation and flexible demand along a time horizon in order to minimize generation costs. Power flow equality constraints and inequality constraints due to operational limits are modeled. Equality constraints are handled by penalty functions and by an enforcement mechanism. Two applications, one using the IEEE 30-bus test system, illustrate the applicability of the optimization technique. The results obtained show that the proposed PSO can provide good dispatch results.
Keywords :
demand side management; load flow; particle swarm optimisation; power generation dispatch; IEEE 30-bus test system; demand management; economic dispatch; particle swarm optimization; power flow equality constraint; power flow inequality constraint; Cost function; Economics; Equations; Load flow; Mathematical model; Particle swarm optimization; demand participation; optimal power flow; particle swarm optimization; smartgrid;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Environment and Electrical Engineering (EEEIC), 2011 10th International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-8779-0
Type :
conf
DOI :
10.1109/EEEIC.2011.5874648
Filename :
5874648
Link To Document :
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