Prediction Model for Power Transmission Line Icing Load Based on Data-Driven

Abstract:

Article Preview

How to monitor and predict icing load of power transmission lines are important problems for the reliability of power grid. A model based on data-driven is presented here to predict the icing load of transmission line, which is available to forecast the icing disaster of it. The fitfulness, which influencing the prediction results of icing load, is analyzed and discussed in this paper. According to the results of simulation, this model has a good accuracy of prediction if the training data and prediction data are in the same icing process. If the icing process is not same but contiguous, it also can predict the degree of icing load qualitatively.

Info:

Periodical:

Advanced Materials Research (Volumes 143-144)

Edited by:

H. Wang, B.J. Zhang, X.Z. Liu, D.Z. Luo, S.B. Zhong

Pages:

1295-1299

DOI:

10.4028/www.scientific.net/AMR.143-144.1295

Citation:

P. Li et al., "Prediction Model for Power Transmission Line Icing Load Based on Data-Driven", Advanced Materials Research, Vols. 143-144, pp. 1295-1299, 2011

Online since:

October 2010

Export:

Price:

$35.00

In order to see related information, you need to Login.

In order to see related information, you need to Login.