Extract Voltage Stability Operating Guidelines using Decision Tree
- https://doi.org/10.2991/iceeecs-16.2016.127How to use a DOI?
- Voltage Stability; Operating Guideline; Decision Tree; C4.5 algorithm
The operational planners in power grid companies perform a large number of offline voltage stability studies for a variety of operating conditions. How to effectively determine voltage stability limits from massive amount of offline data has become a challenge for operational planners. This paper applies decision tree (DT) to extract operating guidelines from off-line analysis results. Case study results on a practical power system prove that voltage stability operating guidelines, which are extracted by decision tree, can be used by system operators for online monitoring and control of electric power systems.
- © 2016, 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 - Dengfeng Li AU - Xiangfei Meng AU - Ruilin Xu AU - Xiaojun Zhu AU - Ke Zhao AU - Yi He AU - Pei Zhang PY - 2016/12 DA - 2016/12 TI - Extract Voltage Stability Operating Guidelines using Decision Tree BT - Proceedings of the 2016 4th International Conference on Electrical & Electronics Engineering and Computer Science (ICEEECS 2016) PB - Atlantis Press SP - 640 EP - 645 SN - 2352-538X UR - https://doi.org/10.2991/iceeecs-16.2016.127 DO - https://doi.org/10.2991/iceeecs-16.2016.127 ID - Li2016/12 ER -