Contextual Intelligent Load Management Considering Real-Time Pricing in a Smart Grid Environment


Autoria(s): Gomes, Luis; Fernandes, Filipe; Faria, Pedro; Vale, Zita; Ramos, Carlos; Morais, Hugo
Data(s)

05/05/2015

05/05/2015

01/07/2013

Resumo

The use of demand response programs enables the adequate use of resources of small and medium players, bringing high benefits to the smart grid, and increasing its efficiency. One of the difficulties to proceed with this paradigm is the lack of intelligence in the management of small and medium size players. In order to make demand response programs a feasible solution, it is essential that small and medium players have an efficient energy management and a fair optimization mechanism to decrease the consumption without heavy loss of comfort, making it acceptable for the users. This paper addresses the application of real-time pricing in a house that uses an intelligent optimization module involving artificial neural networks.

Identificador

http://hdl.handle.net/10400.22/5923

Idioma(s)

eng

Publicador

IEEE

Relação

ISAP;2013

Direitos

closedAccess

Palavras-Chave #Artificial Neural Network #Demand Response #Load Management #Multi-Agent Systems #Real-Time Price
Tipo

conferenceObject