Intelligent Fault Diagnosis of Diesel Engines via Extreme Gradient Boosting and High-Accuracy Time–Frequency Information of Vibration Signals

Accurate and timely misfire fault diagnosis is of vital significance for diesel engines. However, existing algorithms are prone to fall into model over-fitting and adopt low energy-concentrated features. This paper presents a novel extreme gradient boosting-based misfire fault diagnosis approach uti...

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Detalles Bibliográficos
Autores principales: Tao, Jianfeng, Qin, Chengjin, Li, Weixing, Liu, Chengliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6695824/
https://www.ncbi.nlm.nih.gov/pubmed/31349707
http://dx.doi.org/10.3390/s19153280

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6695824/
https://www.ncbi.nlm.nih.gov/pubmed/31349707
http://dx.doi.org/10.3390/s19153280

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