Application of analysis of variance to determine important features of signals for diagnostic classifiers of displacement pumps
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DOI: 10.1038/s41598-024-56498-0
Abstract: This paper presents the use of one-way analysis of variance ANOVA as an effective tool for ranking the features calculated from diagnostic signals and evaluates their impact on the accuracy of the machine learning system's… read more here.
Keywords: displacement pumps; analysis variance; analysis; features signals ... See more keywords
Development and research of diaphragm hydrolic diode for positive displacement pumps
Sign Up to like & getrecommendations! Published in 2024 at "Mechanics Based Design of Structures and Machines"
DOI: 10.1080/15397734.2024.2374452
Abstract: Abstract On the analysis of literary sources and working processes of a positive displacement pump we established that a hydrolic diode in positive displacement pumps improves their reliability and their most efficient application is in… read more here.
Keywords: displacement pumps; diode; hydrolic diode; positive displacement ... See more keywords
Predictive maintenance strategy to increase the availability of positive displacement pumps: a case study based in Ekurhuleni base metals in South Africa
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Services and Operations Management"
DOI: 10.1504/ijsom.2019.10020832
Abstract: The paper argues the use of the case research method to study predictive maintenance of positive displacement pumps of Ekurhuleni base metals in Springs, Gauteng district of South Africa. The study covered detailed predictive maintenance… read more here.
Keywords: predictive maintenance; positive displacement; maintenance; case ... See more keywords