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

Volume

6

fYear

2007

fDate

19-22 Aug. 2007

Firstpage

3195

Lastpage

3198

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/ICMLC.2007.4370698

Filename

4370698