IDENTIFICATION OF EQUIPMENT DEGRADATION PHASE IN PREVENTATIVE MAINTENANCE SYSTEMS

Subject of Research. The paper proposes a novel organization technique for preventive maintenance systems (including condition-based and predictive maintenance systems) based on the use of modern machine learning methods. The systems are operating using an original, non-parametric identification met...

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Bibliographic Details

Published in:	Научно-технический вестник информационных технологий, механики и оптики
Main Authors:	Andrey V. Timofeev, Victor M. Denisov
Format:	Article
Language:	English
Published:	ITMO University 2019-12-01
Subjects:	predictive maintenance condition-based maintenance machine learning ml pdm xgboost
Online Access:	https://ntv.ifmo.ru/file/article/19164.pdf