%0 Journal Article %T Development of a methodology for analyzing big data in order to predict changes in the phases of the life cycle of elements of engineering equipment of buildings and structures %A Sigitov, A.A. %K Big data, predictive analytics, life cycle, engineering equipment, data mining, cluster analysis, qualimetry, life cycle phases, forecasting systems, shewhart control charts %J Construction and Architecture %D 2023 %N 11 %P 0 %I Publishing Center RIOR