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
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;
Conference_Titel :
Power and Energy Society General Meeting, 2010 IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-6549-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2010.5589903
