Monitoring Method and Application of Power Dispatching Automation Master Station Based on Clustering Algorithm

DOI

10.2991/cmsa-18.2018.30How to use a DOI?

Keywords

clustering algorithm; automation master station; smart grid; dispatching automation

Abstract

This paper proposes a monitoring method of power dispatching automation master station based on clustering algorithm. Based on the application of history data, this method constructs multi-dimensional space vector, and generates operation state knowledge base by clustering algorithm. Real time data can be monitored and classified by using the generated knowledge base. The validity of the method is verified by a period of basic data. The results show that the method has better ability and accuracy to monitor power dispatching automation master station system, and it can provide reference for the selection of monitoring method of power dispatching automation master station.

Copyright

© 2018, 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  - Ziming Guo
AU  - Yongzheng Mu
AU  - Bo Yan
AU  - Shuo Zhong
AU  - Yue Qi
AU  - Xuan Guo
PY  - 2018/04
DA  - 2018/04
TI  - Monitoring Method and Application of Power Dispatching Automation Master Station Based on Clustering Algorithm
BT  - Proceedings of the 2018 International Conference on Computer Modeling, Simulation and Algorithm (CMSA 2018)
PB  - Atlantis Press
SP  - 127
EP  - 131
SN  - 1951-6851
UR  - https://doi.org/10.2991/cmsa-18.2018.30
DO  - 10.2991/cmsa-18.2018.30
ID  - Guo2018/04
ER  -