FAILURE RATE REGRESSION MODEL BUILDING FROM AGGREGATED DATA USING KERNELBASED MACHINE LEARNING METHODS

The problem of regression model building of equipment failure rate using datasets containing information on number of failures of recoverable systems and measurements of technological and operational factors affecting the reliability of production system is considered. This problem is important for...

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Detalhes bibliográficos

Principais autores:	Olena Akhiiezer, Galyna Grinberg, Leonid Lyubchyk, Klym Yamkovyi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	National Technical University Kharkiv Polytechnic Institute 2022-12-01
coleção:	Вісник Національного технічного університету "ХПÌ": Системний аналіз, управління та інформаційні технології
Assuntos:	dependability factor analysis failure rate kernel methods machine learning production processes preventive maintaince ridge regression regression model
Acesso em linha:	http://samit.khpi.edu.ua/article/view/271815
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