RESEARCHER
PROFESOR CONTRATADO DOCTOR
PUBLICATIONS
2019
A Data-Driven Approach for Enhancing the Efficiency in Chiller Plants Journal Article
In: Energies, vol. 12, no. 5, pp. 827-827, 2019, ISSN: 1996-1073.
Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers Proceedings Article
In: Communications in Computer and Information Science, International Conference on Engineering Applications of Neural Networks, pp. 307-319, EANN2019 Springer, 2019, ISBN: 978-3-030-20257-6.
2010
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes Journal Article
In: Engineering Applications of Artificial Intelligence, vol. 23, no. 1, pp. 8 - 17, 2010, ISSN: 0952-1976.
Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes Book Section
In: Konstantinos Diamantaras; Wlodek Duch; Lazaros Iliadis (Ed.): Artificial Neural Networks - ICANN 2010, vol. 6353, pp. 392-401, Springer Berlin / Heidelberg, 2010.
2008
Visualization of dynamic parameters of a multivariable system using Self-Organizing Maps. Proceedings Article
In: 17th IFAC World Congress, Seoul, 2008.
2007
Internet-based remote Supervision of Industrial Processes using Self-organizing maps. Journal Article
In: Engineering Applications of Artificial Intelligence, vol. 20, no. 6, pp. 757–765, 2007.
Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. Book Section
In: Marques J de Sá; W Duch; L A Alexandre (Ed.): International Conference on Artificial Neural Networks 2007, Part I, Lecture Notes in Computer Science, vol. 4668, pp. 609–617, Springer-Verlag, 2007, ISBN: 978-3-540-74689-8.
Remote Supervision of Industrial Processes based on PMML-defined SOM Models. Proceedings Article
In: European Control Conference 2007 (ECC07), Kos, Greece, 2007.
Modeling of Đynamics using Process State Projection on the Self Organizing Map. Book Section
In: J Marques de Sá; W Duch; L A Alexandre (Ed.): International Conference on Artificial Neural Networks 2007, Part I, Lecture Notes in Computer Science, vol. 4668, pp. 589–598, Springer-Verlag, 2007, ISBN: 978-3-540-74689-8.
2005
Internet based remote Supervision of Industrial Processes using Self Organizing Maps. Proceedings Article
In: 9th International Conference on Engineering Applications of Neural Networks, Francia, 2005.
Industrial Supervision System based on Visual Đata Mining and Motion Ŧrajectory Analysis. Proceedings Article
In: International Federation of Automatic Control 16th IFAC World Congress, Prague, 2005.