Affiliation:
1. Power Grid EHV Transmission Company, CSG, Guangzhou, China
Abstract
In order to solve the traditional long-distance ultra-high voltage (UHV)
transmission-line risk warning system in the design process, it neglects
the classification step of early warning information, which leads to the
poor effect of risk early warning, the authors propose fault prediction and
simulation analysis of UHV transmission-line based on thermal energy
transformation. In the hardware design part, the network video server is
used to design the host control module, and the video decoding chip is used
to convert the acquired analog signal into digital signal, then it is
transmitted to the serial port server, and the risk warning circuit is
designed based on it. In the software design, GA-BP algorithm is used to
obtain the number of nodes in the middle layer, the constraint range is
determined, and the warning information is classified to realize the risk
warning of long-distance UHV transmission-lines. The experimental results
show that the warning accuracy of the system under different conditions is
high, and the highest warning effect can reach 95%. It is proved that the
classification recall rate of early warning information is high, which can
effectively resist interference and provide strong support for the safe
operation of transmission-lines.
Publisher
National Library of Serbia
Subject
Renewable Energy, Sustainability and the Environment
Reference19 articles.
1. Hiroyuki., et al., Analysis of the Introduction of Photovoltaic Power Generation Considering DC OverLoading in Each Distribution Area in Japan, Journal of Japan Society of Energy and Resources, 41 (2020), 2, pp. 51-60
2. Fan, X., et al., Evolution Characteristics of Electric Field for AC Corona Modes in Atmospheric Air, IEEE Transactions on Plasma Science, 49 (2020), 1, pp. 219-225
3. Li, N., et al., Improving Rural Women’s Health in China: Cooking with Clean Energy, Environmental Science and Pollution Research, 29 (2021), 14, pp. 20906-20920
4. Fu, H., Optimization Study of Multidimensional Big Data Matrix Model in Enterprise Performance Evaluation System, Wireless Communications and Mobile Computing, 2021 (2021), ID4351944
5. Jiang, W., et al., Research on Key Technologies of Multi-Task-Oriented Live Maintenance Robots for Ultra High Voltage Multi-Split Transmission-Lines, Industrial Robot, 48 (2020), 1, pp. 17-28
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献