Data Science for Vibration Heteroscedasticity and Predictive Maintenance of Rotary Bearings

Data Science for Vibration Heteroscedasticity and Predictive Maintenance of Rotary Bearings

Electric motors are widely used in our society in applications like cars, household appliances, industrial equipment, etc. Costly failures can be avoided by establishing predictive maintenance (PdM) policies or mechanisms for the repair or replacement of the components in electric motors. One of key...

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Bibliographic Details
Main Authors: Chia-Yen Lee, Ting-Syun Huang, Meng-Kun Liu, Chen-Yang Lan
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Energies
Subjects:
data mining
electric motor
remaining useful life
predictive maintenance
feasible generalized least squares regression
Online Access:https://www.mdpi.com/1996-1073/12/5/801

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https://www.mdpi.com/1996-1073/12/5/801

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