Digital Models In Construction: Classification Paradigm

Abstract

The new tasks of the country’s development determine the special significance of the academic and professional community of the construction industry in deep understanding and active participation in the processes of traditional transformation and the formation of new areas of competence. Creation, facilities and infrastructure, urban environment – become today a main area of intersection and concentration of high-tech areas of scientific progress. The article considers an original scheme of system engineering for digital modeling of creative activity are presented. Within the framework of the scheme, seven levels of digital modeling, corresponding to six levels of aggregation of links: «plan» – «goal», «object» – «project», «process» – «time», «technology» – «economy», «system» – «resource», «complex» – «convergence» are described.

Applying Artificial Neural Networks In Construction

“…So, for example, in the Scopus database in 1986 there are two publications on the topic of ANN, in 2018 -12,253 publications. Many methods and methodologies based on the application of ANN are used in the construction industry for optimization, control, problems of identification and forecasting [1,.…”

“…And that is why the digital transformation of processes in construction is expressed rather weakly in comparison with other industries. The potential of solutions based on artificial intelligence can be realized only through the integration of all sources of heterogeneous data [1].…”