The invention discloses a low-
voltage power distribution network fault first-aid repair scheme generation method,
system, equipment and medium, and the method comprises the steps: collecting the current,
voltage and power data of a
power grid in real time, carrying out the
anomaly detection through employing an isolated forest
algorithm, and generating a high-precision initial fault
signal; performing intelligent classification on fault types and candidate fault points in combination with a
convolutional neural network, and constructing a power distribution
network model based on historical topological data; dynamically analyzing a
fault propagation path by using a
minimum spanning tree algorithm, and accurately extracting a fault influence range and key nodes; a first-aid repair
resource allocation scheme is optimized through a
genetic algorithm, and time and cost are balanced; an A *
algorithm and real-time GIS data are fused to plan an optimal first-aid repair path, and the path efficiency is improved; and finally, constructing a multi-objective optimization model, planning the first-aid
repair time, the resource cost and the power failure loss as a whole, and outputting a
global optimal scheme. The whole process is intelligent, and the fault positioning precision, the
resource allocation rationality and the path planning efficiency are improved.