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Degradation Tendency Prediction for Pumped Storage Unit Based on Integrated Degradation Index Construction and Hybrid CNN-LSTM Model

Accurate degradation tendency prediction (DTP) is vital for the secure operation of a pumped storage unit (PSU). However, the existing techniques and methodologies for DTP still face challenges, such as a lack of appropriate degradation indicators, insufficient accuracy, and poor capability to track...

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Detalles Bibliográficos
Autores principales: Zhou, Jianzhong, Shan, Yahui, Liu, Jie, Xu, Yanhe, Zheng, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435912/
https://www.ncbi.nlm.nih.gov/pubmed/32751872
http://dx.doi.org/10.3390/s20154277