Open AccessArtificial neural networks as a tool for creating a road information model
Author(s) -
Sergey S. Shaburov,
Tatiana Dmitrieva,
A. B. Chernyago
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/751/1/012109
Subject(s) - documentation , artificial neural network , computer science , artificial intelligence , data mining , programming language
The possibility of creating an information model of the highway on the basis of existing design documentation using artificial neural networks is considered. It is supposed to interconnect all the most popular formats of road design documentation data for quick and accurate search for the required parameters, further update them using GIS technologies, as well as use at the construction and operation stages. The end result may be some semblance of a digital twin of a selected stretch of road.