Proceedings of the 2016 4th International Conference on Electrical & Electronics Engineering and Computer Science (ICEEECS 2016)

Extract Voltage Stability Operating Guidelines using Decision Tree

Authors
Dengfeng Li, Xiangfei Meng, Ruilin Xu, Xiaojun Zhu, Ke Zhao, Yi He, Pei Zhang
Corresponding Author
Dengfeng Li
Available Online December 2016.
DOI
https://doi.org/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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Volume Title
Proceedings of the 2016 4th International Conference on Electrical & Electronics Engineering and Computer Science (ICEEECS 2016)
Series
Advances in Computer Science Research
Publication Date
December 2016
ISBN
978-94-6252-265-7
ISSN
2352-538X
DOI
https://doi.org/10.2991/iceeecs-16.2016.127How to use a DOI?
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/).

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  -