Title :
A New Algorithm for the Theoretical Energy Loss Calculation of the Distribution Network Based on Artificial Neural Networks
Author :
Wang, Hong-rui ; Yang, Guo-jie ; Liu, Xiu-Ling
Author_Institution :
Hebei Univ., Baoding
Abstract :
In this paper, several normal calculation algorithms for the theoretical energy loss of the power distribution network were simply summarized. By analyzing their limitedness in using and applying the technology of artificial neural network (ANN), a novel BP based optimum calculation algorithm for the theoretical energy loss of the power distribution network was proposed. The practical applications showed that the efficiency and veracity of the calculation for theoretical energy loss was improved.
Keywords :
backpropagation; distribution networks; neural nets; power engineering computing; ANN; BP based optimum calculation algorithm; artificial neural networks; distribution network; theoretical energy loss calculation; Algorithm design and analysis; Artificial neural networks; Cybernetics; Differential equations; Distributed computing; Energy loss; Machine learning; Nonlinear equations; Power system modeling; Power systems; Artificial Neural Networks; BP algorithm; Distribution networks; Theoretical energy losses;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370698
