DocumentCode
2384957
Title
Application of Artificial Neural Network in electrical analysis of micro-grid load
Author
Xu, Fang Yuan ; Zhou, Long ; Lai, L.L.
Author_Institution
Energy Syst. Group, City Univ., London, UK
fYear
2010
fDate
25-29 July 2010
Firstpage
1
Lastpage
5
Abstract
A system based on Artificial Neural Network (ANN) for load predication in power distribution system with chillers is presented in this paper. The proposed system could predict the chillers´ load each hour in a day by using the weather conditions as input. Results from this system provide possibility to improve the power factor of the chillers system and to optimize the power distribution in loads to a more accuracy level in micro-grid applications.
Keywords
distribution networks; neural nets; power grids; power system simulation; artificial neural network; electrical analysis; micro-grid load; power distribution system; Artificial Neural Network (ANN); Feedforward network; humidity; neurons; temperature;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Society General Meeting, 2010 IEEE
Conference_Location
Minneapolis, MN
ISSN
1944-9925
Print_ISBN
978-1-4244-6549-1
Electronic_ISBN
1944-9925
Type
conf
DOI
10.1109/PES.2010.5589903
Filename
5589903
Link To Document