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Publications

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Author Title [ Type(Desc)] Year
Filters: Author is Eduardo Camponogara  [Clear All Filters]
Conference Proceedings
Antonelo EA, Camponogara E.  2015.  An Echo State Network-based Soft Sensor of Downhole Pressure for a Gas-lift Oil Well. 16th International Conference on Engineering Applications of Neural Networks. Communications in Computer and Information Science, vol 517:379-389. (1010.5 KB)
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)
Journal Article
Antonelo EA, Camponogara E, Foss B.  2017.  Echo State Networks for Data-driven Downhole Pressure Estimation in Gas-lift Oil Wells. Neural Networks. 85:106-117. (913.18 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 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)
Antonelo EA, Camponogara E, Seman LOriel, de Souza ERehbein, Jordanou JPanaioti, Hübner JFred.  Submitted.  Physics-Informed Neural Nets for Control of Dynamical Systems. arXiv preprint arXiv:2104.02556.
Antonelo EA, Camponogara E, Plucenio A.  2015.  System Identification of a Vertical Riser Model with Echo State Networks. IFAC-PapersOnLine (2nd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production). 48(6):304-310. (549.4 KB)

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