Extract Voltage Stability Operating Guidelines using Decision Tree

DOI

10.2991/iceeecs-16.2016.127How to use a DOI?

Keywords

Voltage Stability; Operating Guideline; Decision Tree; C4.5 algorithm

Abstract

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.

Copyright

© 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/).

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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  - 10.2991/iceeecs-16.2016.127
ID  - Li2016/12
ER  -