The invention discloses an ICEEMDAN and improved YOLOv8-based
power transmission line fault location method, which comprises the following steps of: respectively constructing a fault identification model and a fault
location model by using an improved YOLOv8 network, carrying out phase-
mode transformation on a three-phase
voltage transient signal of a fault line by using a Karen transform method, selecting a line-mode component as a fault traveling wave
research object, decomposing the line-mode component by using an ICEEMDAN
algorithm, and carrying out fault location on the three-phase
voltage transient signal of the fault line. Using an NTEO
algorithm to strengthen a
modal component of the line mode component, highlighting fault
signal features, and obtaining a fault traveling wave energy
spectrogram and an amplified traveling wave energy
spectrogram; an initial fault
time range is determined by using a fault identification model, and then a fault time point, namely the accurate
arrival time of fault traveling wave heads at two ends of the line, is obtained by using a fault positioning model according to the amplified traveling wave energy
spectrogram. The method improves the precision of line fault
distance measurement, is not affected by transition resistance, fault distance and transmission lines, and is high in reliability and good in practicability.