The invention discloses a BIM construction progress dynamic tracking method based on multi-
modal data fusion, and the method comprises the steps: obtaining BIM data, component progress data and visual data of each building component in a construction region in real time, and carrying out the unified space-time reference and data cleaning
processing of the component progress data and the visual data; performing
feature extraction on the processed data and the BIM data to obtain a standardized spatial-temporal
feature data set, constructing a construction process digital twin map according to the
data set, performing spatial-temporal convolutional
network processing to obtain a component construction progress state reasoning result of each building component, setting a threshold value, and obtaining a construction progress state reasoning result of each building component; and comparing the construction progress state reasoning result to obtain a component
risk assessment result, taking measures according to the
risk assessment result, executing the measures, and simultaneously obtaining the executed multi-
modal data to update the digital twin map. According to the invention, through multi-
modal data fusion, dynamic tracking and
effective management of the construction progress are realized, the construction risk can be found and processed in time, and the
construction management efficiency and accuracy are improved.