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A NARX Model-Based Condition Monitoring Method for Rotor Systems

In this study, we developed a data-driven frequency domain analysis method for rotor systems using the NARX (Nonlinear Auto-Regressive with eXternal input) model established by system vibration signals. We propose a model-based index of fault features calculated in a multi-frequency range to facilit...

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Detalles Bibliográficos
Autores principales: Gao, Yi, Yu, Changshuai, Zhu, Yun-Peng, Luo, Zhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422302/
https://www.ncbi.nlm.nih.gov/pubmed/37571661
http://dx.doi.org/10.3390/s23156878