Monitoring Method and Application of Power Dispatching Automation Master Station Based on Clustering Algorithm
- 10.2991/cmsa-18.2018.30How to use a DOI?
- clustering algorithm; automation master station; smart grid; dispatching automation
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.
- © 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/).
Cite this article
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 -