Intelligent Mapping Technology for Single Line Diagram and Layered Diagram of Intelligent Distribution Network

Single-line drawing technology has become an important means to improve the efficiency of distribution network design, but existing drawing technology has certain deficiencies in drawing accuracy and generation time. This paper aims to study the intelligent drawing technology of single-line diagram hierarchical diagram of smart distribution network. This paper uses the intelligent drawing method based on convolutional neural network to construct a multi-level graphic database. First, the equipment type, layout and connection relationship of the distribution network are Classify, and then use a convolutional neural network (CNN) to extract features from the input distribution network drawings to achieve automatic generation of single-line diagrams. In the experimental phase, this technology was applied to verify 30 actual distribution network cases. The accuracy of intelligent drawing reached 95%, and the drawing generation time was shortened by 60%, effectively improving design efficiency and accuracy. Intelligent mapping technology can significantly reduce manual intervention and improve the intelligence level of distribution network design.