EXPRESS-METHOD FOR PREDICTING FIRE-HAZARDOUS PROPERTIES OF LIMITING KETONS WITH THE USE OF MOLECULAR DESCRIPTORS AND ARTIFICIAL NEURAL NETWORKS Russian patent published in 2018 - IPC G06N7/06 G06F19/00 

Abstract RU 2662716 C1

FIELD: monitoring and measurement equipment.

SUBSTANCE: invention relates to an express method for predicting fire-hazardous properties, such as flash point, limit ketones. Method is characterized in that it uses molecular descriptors and artificial neural networks and is implemented by applying two learning algorithms, "backward error propagation" and "deep learning", providing an analysis of fire-hazardous properties of substances.

EFFECT: proposed method has better accuracy.

1 cl, 6 tbl, 4 ex

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RU 2 662 716 C1

Authors

Korolev Denis Sergeevich

Kargashilov Dmitrij Valentinovich

Kalach Andrej Vladimirovich

Dates

2018-07-27Published

2017-10-30Filed