Research Article
Design of Substation Battery Condition Monitoring System Based on SDH Network
@INPROCEEDINGS{10.1007/978-3-031-50549-2_24, author={Feng Xu and Quan Zi and Chen Zhao and Nannan Wang and Yan Wang}, title={Design of Substation Battery Condition Monitoring System Based on SDH Network}, proceedings={Advanced Hybrid Information Processing. 7th EAI International Conference, ADHIP 2023, Harbin, China, September 22-24, 2023, Proceedings, Part III}, proceedings_a={ADHIP PART 3}, year={2024}, month={3}, keywords={SDH Network Substation Battery Condition Monitoring TW-SDH6000 Simulation Processing Self-Healing Function Pca Method Pearson Correlation Coefficient}, doi={10.1007/978-3-031-50549-2_24} }- Feng Xu
Quan Zi
Chen Zhao
Nannan Wang
Yan Wang
Year: 2024
Design of Substation Battery Condition Monitoring System Based on SDH Network
ADHIP PART 3
Springer
DOI: 10.1007/978-3-031-50549-2_24
Abstract
In the process of substation battery condition monitoring, because the status parameters are real-time fluctuations, resulting in relatively large errors in the monitoring results, this paper proposes the design and research of substation battery condition monitoring system based on SDH network. TW-SDH6000 is used as the hardware device of the substation battery condition monitoring system. In the software design phase, the SDH network is used to simulate and process the battery resources, so that when the relevant equipment in the substation is abnormal and the battery status fluctuates, the self-healing function can be used to filter this part of data. In the condition monitoring phase, the PCA method is used to reduce the dimension of the original data, and Pearson correlation coefficient is used to analyze the relationship between the original data and the simulation processing results. Realize accurate monitoring. In the test results, the error of the design method for the monitoring results of battery voltage amplitude, input frequency and coil proportion is significantly lower than that of the control group.
