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Jordanou JPanaioti, Antonelo EA, Camponogara E, de Aguiar MAurelio S.  2017.  Recurrent Neural Network based control of an Oil Well. XIII Brazilian Symposium on Intelligent Automation (SBAI). :924-931. (412.17 KB)
Jordanou JPanaioti, Osnes I, Hernes SB, Camponogara E, Antonelo EAislan, Imsland L.  2022.  Nonlinear Model Predictive Control of Electrical Submersible Pumps based on Echo State Networks  . Advanced Engineering Informatics. 52 (633.48 KB)
Jordanou JPanaioti, Antonelo EAislan, Camponogara E.  2021.  Echo State Networks for Practical Nonlinear Model Predictive Control of Unknown Dynamic Systems. IEEE Transactions on Neural Networks and Learning Systems. :1-15. (1.01 MB)
Jordanou JP, Antonelo EA, Camponogara E.  2019.  Online Learning Control with Echo State Networks of an Oil Production Platform. Engineering Applications of Artificial Intelligence. 85:214-228. (512.33 KB)
Jordanou JPanaioti, Camponogara E, Antonelo EA, de Aguiar MAurelio S.  2018.  Nonlinear Model Predictive Control of an Oil Well with Echo State Networks. IFAC-PapersOnLine (3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018). 51:13-18. (386.53 KB)
Jordanou JPanaioti, Antonelo EAislan, Camponogara E, Gildin E.  2023.  Investigation of Proper Orthogonal Decomposition for Echo State Networks. Neurocomputing. :126395. (555.51 KB)

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