Perfecto Reguera Acevedo

RESEARCHER

PROFESOR CONTRATADO DOCTOR





PUBLICATIONS

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2019

Serafín Alonso; Antonio Morán; Miguel A Prada; Perfecto Reguera; Juan J Fuertes; Manuel Domínguez

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.

Links | BibTeX | Tags: MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS

Serafín Alonso; Antonio Morán; Daniel Pérez; Perfecto Reguera; Ignacio Díaz; Manuel Domínguez

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.

Links | BibTeX | Tags: MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS

2010

Juan J Fuertes; Manuel Domínguez; Perfecto Reguera; Miguel A Prada; Ignacio Díaz; Abel A Cuadrado

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.

Links | BibTeX | Tags: MACHINE LEARNING

Miguel A Prada; Manuel Domínguez; Ignacio Díaz; Juan J Fuertes; Perfecto Reguera; Antonio Morán; Serafín Alonso

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.

Links | BibTeX | Tags: MACHINE LEARNING

2008

Juan J Fuertes; Miguel A Prada; Manuel Domínguez; Perfecto Reguera; Ignacio Díaz; Alberto B Díez

Visualization of dynamic parameters of a multivariable system using Self-Organizing Maps. Proceedings Article

In: 17th IFAC World Congress, Seoul, 2008.

Links | BibTeX | Tags: AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING

2007

Manuel Domínguez; Perfecto Reguera; Juan J Fuertes; Ignacio Díaz; Abel A Cuadrado

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.

Links | BibTeX | Tags: AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING

Ignacio Díaz; Abel A Cuadrado; Alberto B Díez; Juan J Fuertes; Manuel Domínguez; Perfecto Reguera

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.

Links | BibTeX | Tags: MACHINE LEARNING

Juan J Fuertes; Miguel A Prada; Manuel Domínguez; Perfecto Reguera; Ignacio Díaz

Remote Supervision of Industrial Processes based on PMML-defined SOM Models. Proceedings Article

In: European Control Conference 2007 (ECC07), Kos, Greece, 2007.

BibTeX | Tags: MACHINE LEARNING

Juan J Fuertes; Miguel A Prada; Manuel Domínguez; Perfecto Reguera; Ignacio Díaz; Abel A Cuadrado

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.

Links | BibTeX | Tags: MACHINE LEARNING

2005

Manuel Domínguez; Perfecto Reguera; Juan J Fuertes; Ignacio Díaz; Abel A Cuadrado

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.

BibTeX | Tags: MACHINE LEARNING

Juan J Fuertes; Perfecto Reguera; Manuel Domínguez; Ignacio Díaz; Abel A Cuadrado

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.

Links | BibTeX | Tags: MACHINE LEARNING