A Predicting Method of Power Grid Transmission Line Icing Based on Decision Tree’s modified model
Jian Wang, Weiqing Ma, Xiaolong Zhao, Feifei Liang
Available Online March 2013.
- 10.2991/iccsee.2013.689How to use a DOI?
- power grid, icing, decision tree, information entropy, accuracy
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.
- © 2013, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
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 - Proceedings 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 - 10.2991/iccsee.2013.689 ID - Wang2013/03 ER -