METHOD FOR FORECASTING TRAJECTORY OF JET OF FIRE-EXTINGUISHING SUBSTANCE FROM FIRE MONITOR WHEN EXPOSED TO WIND ON BASIS OF NEURAL NETWORK MODEL AND MATHEMATICAL MODELING Russian patent published in 2024 - IPC A62C37/50 

Abstract RU 2830398 C1

FIELD: computer engineering.

SUBSTANCE: method for determining the trajectory of a jet of a fire-extinguishing substance from a fire monitor when exposed to wind using a neural network model uses simulation to calculate the trajectory of movement of the fire extinguishing substance when exposed to wind, taking into account wind load parameters and control parameters, wherein the simulation results are used to form samples for subsequent training and verification of the neural network model, on the basis of which the forecast of the trajectory of the jet of the fire-extinguishing substance is performed when it is exposed to wind, wherein the trained neural network model is validated based on a sample constructed based on the results of field tests on a limited set of wind load parameters and control parameters, and time of constructing a predicted trajectory using a trained neural network model should not exceed the time of movement of the fire extinguishing substance from the outlet nozzle of the barrel to the target, which corresponds to the real-time mode.

EFFECT: providing real-time construction of fire-extinguishing agent jet trajectory from fire monitor when it is exposed to environmental parameters.

1 cl, 4 dwg

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RU 2 830 398 C1

Authors

Pozharkova Irina Nikolaevna

Gorban Iurii Ivanovich

Nemchinov Sergei Georgievich

Chentsov Sergei Vasilevich

Tsarichenko Sergei Georgievich

Dates

2024-11-18Published

2024-03-11Filed