Neural Network Control of the Condition of Agricultural Machinery

An information system based on a neural network may be used for diagnostics of the condition of agricultural machinery. The topology and operation of the necessary neural network are considered.

Authors

A. S. Dorokhov
Yu. V. Kataev
N. M. Kostomakhin (ORCID: https://orcid.org/0000-0003-3987-0372)
E. V. Pestryakov (ORCID: https://orcid.org/0000-0002-7399-9906)
A. S. Sayapin
N. А. Petrishchev

Institutions

Federal Scientific Agroengineering Center VIM (RU)

Publication Details

Journal: Russian Engineering Research
Published: 2025-10-01
DOI: https://doi.org/10.3103/s1068798x25702430
Primary Topic: Mechanical Systems and Engineering
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Neural Network Control of the Condition of Agricultural Machinery

A. S. Dorokhov, Yu. V. Kataev, N. M. Kostomakhin, E. V. Pestryakov et al.

Oct 1, 2025

Russian Engineering Research

Mechanical Systems and Engineering

article

Neural Network Control of the Condition of Agricultural Machinery

A. S. Dorokhov, Yu. V. Kataev, N. M. Kostomakhin, E. V. Pestryakov, A. S. Sayapin, N. А. Petrishchev

October 1, 2025article en

Abstract

An information system based on a neural network may be used for diagnostics of the condition of agricultural machinery. The topology and operation of the necessary neural network are considered.

Russian Engineering ResearchVol. 45(10)

Federal Scientific Agroengineering Center VIM (RU)

Openalex Percentile: Top 73%

Mechanical Systems and Engineering

DOI Source OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Neural Network Control of the Condition of Agricultural Machinery — A. S. Dorokhov, Yu. V. Kataev, et al. · Russian Engineering Research (2025) | TGRS Research Map | TGRS