Performance Degradation Prediction Based on a Gaussian Mixture Model and Optimized Support Vector Regression for an Aviation Piston Pump

Performance degradation prediction plays a key role in realizing aviation pump health management and condition-based maintenance. Thus, this paper proposes a new approach that combines a Gaussian mixture model (GMM) and optimized support vector regression (SVR) to predict aviation pumps’ degradation...

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Detalles Bibliográficos
Autores principales: Lu, Chuanqi, Wang, Shaoping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7412110/
https://www.ncbi.nlm.nih.gov/pubmed/32664287
http://dx.doi.org/10.3390/s20143854

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7412110/
https://www.ncbi.nlm.nih.gov/pubmed/32664287
http://dx.doi.org/10.3390/s20143854

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