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

2021 ◽  
Author(s):  
Guiting Hu ◽  
Zhengjiang Zhang ◽  
Junghui Chen ◽  
Zhenhui Zhang ◽  
Antonios Armaou ◽  
...  
Keyword(s):  
Neural Networks ◽  
Dynamic Process ◽  
Kalman Filters ◽  
Nonlinear Dynamic ◽  
Data Driven ◽  
Data Reconciliation ◽  
Dynamic Data ◽  
Extended Kalman Filters ◽  
Process Systems ◽  
Dynamic Data Reconciliation

Autoassociative neural networks for robust dynamic data reconciliation

AIChE Journal ◽  
2007 ◽  
Vol 53 (2) ◽  
pp. 438-448 ◽  
Author(s):  
Shuanghua Bai ◽  
David D. McLean ◽  
Jules Thibault
Keyword(s):  
Neural Networks ◽  
Data Reconciliation ◽  
Dynamic Data ◽  
Autoassociative Neural Networks ◽  
Dynamic Data Reconciliation
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