Telecommunications Science ›› 2024, Vol. 40 ›› Issue (1): 136-143.doi: 10.11959/j.issn.1000-0801.2024016

• Engineering and Application • Previous Articles    

Intelligent operation and maintenance of power communication network based on data perception fusion

Huahui LYU1, Zhe MING2, Kai FAN2, Qingming CHEN2, Hongyu SHI2, Wenjing ZOU2, Dingbo WANG2, Shengtao GUAN2, Yong WU2   

  1. 1 Southern Power Grid Digital Grid Group Co., Ltd., Guangzhou 510700, China
    2 Southern Power Grid Digital Grid Group Information and Communication Technology Co., Ltd., Guangzhou 510700, China
  • Revised:2024-01-15 Online:2024-01-01 Published:2024-01-01

Abstract:

Under the common influence of multiple factors and structural complexity in the power communication network, traditional operation and maintenance methods are vulnerable to the disturbance of abnormal voltage signal and abnormal transformer signal in the perception process, resulting in the global perception of the network and seriously affecting the overall operation and maintenance effect.In order to effectively solve the problem of perception bias caused by multiple factors, the data perception fusion algorithm was used to optimize the perception of the power parameters under the power communication network, so as to realize the effect of improving the perception accuracy and optimizing the overall quality of operation and maintenance.In the optimization scheme, the situational awareness scope of power communication network security was determined firstly.Secondly, the situational awareness of voltage security under power communication network operation was optimized.Thirdly, the security situational awareness parameters of power network transformer were defined based on the data perception fusion algorithm.Finally, the data perception fusion calculation of perception information was completed.The simulation comparison test shows that the data perception fusion algorithm has the ability to improve the overall quality of operation and maintenance, reduce the perception deviation in the process of operation and maintenance, and improve the perception sensitivity and accuracy.

Key words: data perception fusion, power communication, network intelligence, operation and maintenance technology

CLC Number: 

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