TY  JOUR
TI  PROACTIVE MANAGEMENT OF CAPITAL CONSTRUCTION OBJECTS LIFE CYCLE BASED ON HYBRID INTELLIGENT SYSTEMS
KW  proactive management
KW  building life cycle
KW  hybrid intelligent systems
KW  building digital twin
KW  predictive analytics
KW  building structures
KW  machine learning
JO  Bulletin of Belgorod State Technological University named after. V. G. Shukhov
AU  Abakumov, R.G.
AU  Chaban, K.L.
AU  Abakumova, M.M.
PY  2026
IS  11
PB  Belgorod State Technological University named after V.G. Shukhov