The invention discloses a power distribution
overhead line icing thickness detection method,
system and device and a storage medium, and relates to the field of
icing thickness detection.The method comprises the steps that multi-source detection data of a power distribution
overhead line is collected, self-
adaptive interpolation completion is conducted based on data distribution characteristics, for example, bilinear interpolation is conducted on a two-dimensional image, linear interpolation is conducted on sequence data, and the detection result is obtained; complementing
point cloud data in combination with information such as
wind direction; performing multi-source
icing thickness detection on the detection
data set, and calculating a detection sequence based on image pixel gradient,
point cloud intensity and the like; performing multi-source fusion by adopting
Bayesian inference to obtain an accurate detection value and a
confidence interval; predicting an icing trend in combination with historical data, and performing real-time monitoring and early warning; according to the invention, image edges and ice layer boundaries can be protected, so that interpolation better conforms to
physical phenomena, and the detection precision is improved; icing thickness features are described from different aspects,
posterior probability distribution can be updated by combining prior and real-
time information, the icing thickness is accurately estimated, uncertainty is quantified, and powerful support is provided for
decision making.