3 results about "Shear line" patented technology

A method and system for identifying and tracking a shear line of a high-impact weather event for a power grid. The method comprises: acquiring high-impact weather event data, screening for weather event data containing shear line features, and manually labeling the position of a shear line; extracting initial meteorological variables, and constructing a shear line identification model by designing an autoencoder and an adversarial network; and training the model, and analyzing and evaluating the performance of the model to optimize the model. In the present invention, the spatial position and intensity change features of the shear line in the whole process of the high-impact weather event are systematically analyzed, thereby optimizing the early warning and coping strategy of the power grid, and improving the stability and risk resistance of the power grid.

This invention discloses a wind shear recognition method and system based on edge detection, belonging to the field of radar detection technology. The method includes obtaining the speed region to be identified through wind speed quality control; separating speed difference blocks as effective wind speed recognition areas; converting these blocks into grayscale images for preprocessing; extracting wind shear textures of different intensity levels; connecting broken wind shear textures and filtering those with lengths less than a preset threshold; extracting the adjacency relationship of adjacent effective wind speed recognition areas; constructing a boundary model and calculating the boundary length of adjacent effective wind speed recognition areas; removing the boundaries of adjacent effective wind speed recognition areas with boundary lengths less than a preset threshold; selecting the boundaries of adjacent effective wind speed recognition areas as shear lines based on linear fitting and a preset shear line criterion; and superimposing these boundaries onto the radar speed product image to form a visual warning map. This invention solves the problems of insufficient data accuracy, algorithm limitations, and environmental interference currently faced in wind shear recognition.

This invention discloses a method and system for wind shear line identification and movement path prediction based on two-dimensional wind vectors, belonging to the field of lidar meteorological detection technology. The method includes using a variational algorithm to invert radial wind speed data into two-dimensional horizontal wind vector field data; setting an orthogonal vector detection window to calculate the two-dimensional composite vector difference to filter vector shear feature segments; extracting the core points of vector abrupt changes to reconstruct the wind shear line to construct a comparison area; and determining the dynamic guidance zone driving the movement of each local shear line segment based on the two-dimensional horizontal wind vector field data within the comparison area. The spatial displacement vector is determined based on the average two-dimensional wind vector of the corresponding area of ​​the dynamic guidance zone, and the corresponding local shear line segments are translated, extrapolated, and spliced ​​based on the spatial displacement vector to output the future movement path trajectory of the wind shear line. This invention solves the problems of easy missed detection in one-dimensional radial detection and failure of wind shear line identification and movement path prediction in radar blind zones in traditional methods.