TY - JOUR
AU - Nosikovsky, N A
AB - Information technologies usage in heat supply sphere has an important role to solve accidents problems in heat networks. Heat networks are accidents (incidents) sources. Accident situation predicting in heat supply systems will make it possible to rationally finance incidents prevention funds. AI is the tool for predicting accidents. Modern AI methods and algorithms allow to solve many technical systems problems. Research area has a data bank that allows to forecast heat networks accidents. Gradient boosting and production rules were chosen as basic methods.
TI - Two-stage incidents prediction in heat supply systems using gradient boosting
JF - Journal of Physics: Conference Series
DO - 10.1088/1742-6596/2060/1/012011
DA - 2021-10-01
UR - https://www.deepdyve.com/lp/iop-publishing/two-stage-incidents-prediction-in-heat-supply-systems-using-gradient-VN003yg80e
VL - 2060
IS - 1
DP - DeepDyve
ER -