Road surface performance prediction method and device and computer readable storage medium

• Main Authors: WANG XUN, WANG TIANZHI, LIAO CHUNYUAN, CHENG CHANGMIN
• Format: Patent
• Language: Chinese; English
• Published: 12.07.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention provides a pavement performance prediction method and device and a computer readable storage medium, and the method comprises the steps: obtaining historical pavement data and historical performance data of a target road; performing embedding processing on the historical road surface data and the historical performance data to obtain a historical road surface vector and a historical performance vector, and performing vector splicing on the historical road surface vector and the historical performance vector to obtain a historical feature vector of the target road; and inputting the historical feature vector into a pre-trained prediction model, so that the prediction model outputs predicted performance data of the target road, and the predicted performance data represents performance data of the predicted target road in at least one year. After the technical scheme of the invention is adopted, performance prediction can be carried out by utilizing various different types of road surface data, the