Elman Neural Networks Combined with Extended Kalman Filters for Data-Driven Dynamic Data Reconciliation in Nonlinear Dynamic Process Systems

Accurate feedback signals play an important role in the control system. Sensors used for obtaining outputs are inevitably corrupted by the measurement noise in both devices themselves and outside the environment, which may lead to the deterioration of process monitoring and regulation. Inferring the...

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Veröffentlicht in:	Industrial & engineering chemistry research 2021-10, Vol.60 (42), p.15219-15235
Hauptverfasser:	Hu, Guiting, Zhang, Zhengjiang, Chen, Junghui, Zhang, Zhenhui, Armaou, Antonios, Yan, Zhengbing
Format:	Artikel
Sprache:	eng
Schlagworte:	Process Systems Engineering
Online-Zugang:	Volltext
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