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Compressor fault diagnosis system based on PCA-PSO-LSSVM algorithm

On the basis of the principal components analysis-particle swarm optimization-least squares support vector machine (PCA-PSO-LSSVM) algorithm, a fault diagnosis system is proposed for the compressor system. The relationship between the working principle of a compressor system, the fault phenomenon, a...

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Detalles Bibliográficos
Autores principales: Zhang, Kun, Su, Jinpeng, Sun, Shaoan, Liu, Zhixiang, Wang, Jinrui, Du, Mingchao, Liu, Zengkai, Zhang, Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450753/
https://www.ncbi.nlm.nih.gov/pubmed/34255588
http://dx.doi.org/10.1177/00368504211026110