Development and research of a reinforcement learning method for acoustic diagnostics of industrial equipment

The actual problem of acoustic diagnostics of autonomously operating industrial equipment is investigated. An overview of existing approaches to acoustic diagnostics, including methods based on convolutional neural networks and learning algorithms with a teacher, is provided. Their limitations have...

Full description

Bibliographic Details

Published in:	Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki Vol. 25; no. 5; pp. 961 - 970
Main Authors:	Verzun, N. A., Kolbanev, M. O., Salieva, A. R.
Format:	Journal Article
Language:	English
Published:	ITMO University 27.10.2025
Subjects:	rl-агент акустическая диагностика классификация состояний обучение с подкреплением промышленное оборудование спектральный анализ
ISSN:	2226-1494, 2500-0373
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!