Journal of Electrical Engineering and Automation

With the continuous expansion of the power system scale, the safe and stable operation of the transmission lines is very important. This paper studies the fault prediction and health management technology of transmission lines, analyzes the fault characteristics of transmission lines, puts forward the fault prediction model based on big data and intelligent algorithm, and constructs the health management framework. The effectiveness of this technology is verified through practical cases, providing theoretical support and practical guidance for improving the reliability of transmission lines and operation and maintenance efficiency, and promoting the intelligent development of power system.

Transmission line; Fault prediction; Health management; Big data; Intelligent algorithm