Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)

A Predicting Method of Power Grid Transmission Line Icing Based on Decision Tree’s modified model

Authors
Jian Wang, Weiqing Ma, Xiaolong Zhao, Feifei Liang
Corresponding Author
Jian Wang
Available Online March 2013.
DOI
https://doi.org/10.2991/iccsee.2013.689How to use a DOI?
Keywords
power grid, icing, decision tree, information entropy, accuracy
Abstract
Aiming at collapse, disconnection, and ice flash-over problems caused by power grid transmission line icing, this paper proposes a predicting method of transmission line icing. According to historical data and theories of decision tree, calculating out each factor’s information entropy, with an overall consideration of each influencing factor’s attribute and attribute value and connections between adjacent layers, we pick out the best testing factor as the root note to complete the model. This model has a clear train of thought, at the same time it has high predicting accuracy and efficiency, which provides a strong guarantee for safely running of power grid transmission line.
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This is an open access article distributed under the CC BY-NC license.

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Proceedings
Conference of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
Part of series
Advances in Intelligent Systems Research
Publication Date
March 2013
ISBN
978-90-78677-61-1
ISSN
1951-6851
DOI
https://doi.org/10.2991/iccsee.2013.689How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Jian Wang
AU  - Weiqing Ma
AU  - Xiaolong Zhao
AU  - Feifei Liang
PY  - 2013/03
DA  - 2013/03
TI  - A Predicting Method of Power Grid Transmission Line Icing Based on Decision Tree’s modified model
BT  - Conference of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 2765
EP  - 2767
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.689
DO  - https://doi.org/10.2991/iccsee.2013.689
ID  - Wang2013/03
ER  -