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Use of the K-Nearest Neighbour Classifier in Wear Condition Classification of a Positive Displacement Pump

This paper presents a learning system with a K-nearest neighbour classifier to classify the wear condition of a multi-piston positive displacement pump. The first part reviews current built diagnostic methods and describes typical failures of multi-piston positive displacement pumps and their causes...

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Detalles Bibliográficos
Autores principales: Konieczny, Jarosław, Stojek, Jerzy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469681/
https://www.ncbi.nlm.nih.gov/pubmed/34577453
http://dx.doi.org/10.3390/s21186247