Search

Your search keyword '"Xie, Chun-li"' showing total 1 results
Start Over Author "Xie, Chun-li" Topic artificial neural networks Topic back propagation
1 results on '"Xie, Chun-li"'

1. Prediction of time series of NPP operating parameters using dynamic model based on BP neural network.

Author

Liu, Yong-kuo, Xie, Fei, Xie, Chun-li, Peng, Min-jun, Wu, Guo-hua, and Xia, Hong

Subjects
*NUCLEAR power plants, *ARTIFICIAL neural networks, *PREDICTION models, *TIME series analysis, *PARAMETERS (Statistics), *DYNAMIC models, *BACK propagation
Abstract

A dynamic model was developed using two back-propagation neural networks of the same structure, one for online training and the other for prediction, and proposed for continuous dynamic prediction of the time series of NPP operating parameters. The proposed prediction model was validated by predicting such time series of NPP operating parameters as coolant void fraction, water level in SG and pressurizer. Validation results indicated the proposed model could be used to achieve a stable prediction effect with high prediction accuracy for the prediction of fluctuating data. [ABSTRACT FROM AUTHOR]

Published
2015
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results