Economic power dispatch optimization

With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a...

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Détails bibliographiques
Auteur principal: Ng, Chi Ting
Autres auteurs: Ponnuthurai Nagaratnam Suganthan
Format: Final Year Project (FYP)
Langue:English
Publié: 2017
Sujets:
Accès en ligne:http://hdl.handle.net/10356/71643
Description
Résumé:With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a given set of constraints. With equality and inequality constraints, the power dispatch problem is a highly non-linear optimization problem that requires powerful evolutionary algorithms to solve. In this paper, a form of evolutionary algorithm known as differential evolution is used to minimize the transmission loss in a power system. Variations of the standard differential evolution, such as SHADE, L-SHADE and L-SHADE EpSin, are also applied.