Multi-Agent Framework for Spatial Load Forecasting


Autoria(s): Melo, J. D.; Carreno, E. M.; Padilha-Feltrin, A.
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

20/05/2014

20/05/2014

01/01/2011

Resumo

A multi-agent framework for spatial electric load forecasting, especially suited to simulate the different dynamics involved on distribution systems, is presented. The service zone is divided into several sub-zones, each subzone is considered as an independent agent identified with a corresponding load level, and their relationships with the neighbor zones are represented as development probabilities. With this setting, different kind of agents can be developed to simulate the growth pattern of the loads in distribution systems. This paper presents two different kinds of agents to simulate different situations, presenting some promissory results.

Formato

8

Identificador

http://dx.doi.org/10.1109/PES.2011.6039624

2011 IEEE Power and Energy Society General Meeting. New York: IEEE, p. 8, 2011.

1944-9925

1944-9933

http://hdl.handle.net/11449/42055

10.1109/PES.2011.6039624

WOS:000297469604126

2-s2.0-82855177962

Idioma(s)

eng

Publicador

IEEE

Relação

2011 IEEE Power and Energy Society General Meeting

Direitos

closedAccess

Palavras-Chave #Spatial electric load forecasting #land use #knowledge extraction #distribution planning #agent #multi-agent systems
Tipo

info:eu-repo/semantics/conferencePaper