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Nonlinear Dynamic Soft Sensor Development with a Supervised Hybrid CNN-LSTM Network for Industrial Processes

[Image: see text] A soft sensor is a key component when a real-time measurement is unavailable for industrial processes. Recently, soft sensor models based on deep-learning techniques have been successfully applied to complex industrial processes with nonlinear and dynamic characteristics. However,...

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Detalles Bibliográficos
Autores principales: Zheng, Jiaqi, Ma, Lianwei, Wu, Yi, Ye, Lingjian, Shen, Feifan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9118388/
https://www.ncbi.nlm.nih.gov/pubmed/35601320
http://dx.doi.org/10.1021/acsomega.2c01108