Área de Ingeniería de Sistemas y Automática

Research/investigacion

Conferences/congresos

· Identificación de la sección de fusión y abrillantado de una línea de fabricación de hojalata por medio de redes neuronales.  XXI Jornadas de Automática (CEA-IFAC). Sevilla. 2000. ISBN: 84-699-3163-6

· Identification of melting and brightening section of a tinplate facility by means of neural networks. European Control Conference 2001 (IFAC-APCA). Oporto. 2001. ISBN: 972-752-047-2

· Control of coating thickness in a tinplate line. 15th IFAC World Congress on Automatic Control. Barcelona. 2002. Preparado por Pergamon para IFAC. Publicado en 2003 por Elsevier Science pp 161-166. ISBN: 0-08-044230-7. ISSN: 1474-6670

· Waste Treatment Monitoring using Self-Organizing Map and Condition Achievement Maps. 5th Symposium on Intelligent Components and Instruments for Control Applications (IFAC). Aveiro. 2003. pp 199-203. Pergamon. ISBN: 0-08-044010-X

· Supervisión del Tratamiento de Aguas Residuales utilizando Redes Neuronales Auto-Organizativas. Seminario Anual de Automática, Electrónica Industrial e Instrumentación (IEEE). Vigo. 2003

· An Introduction to Biological Wastewater Treatment Explained By SOM and Clustering Algorithms. IEEE International Symposium on Industrial Electronics. Ajaccio. 2004. pp 525-530

· Biological Wastewater Treatment Analysis Using SOM and Clustering Algorithms. IEEE 12th Mediterranean Conference on Control and Automation. Kusadasi. 2004

· Modelling of an activated sludge plant using Simulink.16th International Congress of Chemical and Process Engineering. Praga. 2004. ISBN: 80-86059-40-5

· Fuzzy Logic for Monitoring the cycle of a Biological Waste Treatment Plant. AMSE International Conference on Modelling & Simulation.Valladolid. 2004. ISBN: 84-688-7867-7

· An Application For On-Line Control Of A Sequencing Batch Reactor. Modelling and Control for Participatory Planning and Managing Water Systems (IFAC).Venecia. 2004

· A Software Tool For A Coke Wastewater Treatment Plant. International Conference on Automation, Control and Instrumentation (IADAT-ACI 2005). Bilbao. 2005. pp 1-5. ISBN: 84-933971-2-1. ISSN: 1698-1073.

· SOM Validation Method For Wastewater Treatment. 3rd Industrial Simulation Conference (ISC-2005). Berlín. 2005. EUROSIS-ETI Publication. pp 17-22. ISBN: 90-77381-18-X

· Aerobic End-point Detection in a Sequencing Batch Reactor.16th IFAC World Congress 2005. Praga. 2005. Tópico: Bio and Ecological Systems. Subtópico: Modelling and Control of Enviromental Systems.

· Process State Estimation in a Wastewater Biological Treatment. 9th WSEAS International Conference on Computers. Vouliagmeni (Atenas). 2005

· Validation for Data Classification. 9th WSEAS International Conference on Systems. Vouliagmeni (Atenas). 2005

· Una Aplicación Para El Control En Tiempo Real De Un Reactor SBR. XXVI Jornadas de Automática. Alicante. 2005. ISBN: 84-689-0730-8

· Improving A Trajectory Index For Topology Conserving Mapping. 8th WSEAS Int. Conference on Automatic Control, Modeling and Simulation. Praga. 2006. ISBN: 960-8457-42-4. ISSN: 1790-5117

· A Trajectory Index For Topology Conserving Mapping. 5th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED’06). Madrid. 2006. ISBN: 960-8457-41-6. ISSN: 1790-5109

· Ammonium Estimation in a Biological Wastewater Plant Using Feedforward Neural Networks. Lectures Notes in Artificial Intelligence. Artificial Neural Networks in Pattern Recognition. ISSN: 0302-9743. Volumen 4087, pp 133-143, Springer. Ulm 2006

· Estrategia De Controle Para Um Sistema Multivariável Industrial De Resfriamento E Mistura. XVI Congresso Brasileiro de Automática. Bahia. 2006

· Scada System For Temperature Supervision Of Slab Casting Mould. IADIS European Conference on Data Mining. Lisboa. 2007. IADIS Press. pp 221-223. ISBN: 978-972-8924-40-9

· Gaining Understanding Of Activated Sludge Model No. 1. IADIS International Conference Intelligent Systems and Agents. Lisboa. 2007. IADIS Press. pp 19-26. ISBN: 978-972-8924-39-3

· Temperature monitoring system in the mould of a slab continuous casting line. 2007 IEEE International Symposium on Industrial Electronics. Vigo. 2007. IEE Catalog Number: 07TH8928C. pp 175-179. ISBN: 1-4244-0755-9

· Fuzzy Labeled Self-organizing Map with Kernel-Based Topographic Map Formation. Lectures Notes in Computer Science. Artificial Neural Networks – ICANN 2007. ISSN: 0302-9743. Volumen 4669, pp 341–348, Springer. Oporto. 2007

· FLSOM with different rates for classification in imbalanced datasets. Lectures Notes in Computer Science. Artificial Neural Networks – ICANN 2008. ISSN: 0302-9743. Volumen 5163, pp 642-651, Springer. Praga 2008

· The Complexity of the Batch Neural Gas Extended to Local PCA. Lectures Notes in Computer Science. Bio-Inspired Systems: Computational and Ambient Intelligence – IWANN 2009. ISSN: 0302-9743. Volumen 5517, pp 213–220, Springer. Salamanca 2009

· Learning Software Based on Expert System for Open Loop PID Controller Tuning. IEEE ICELIE 2009 3RD IEEE International Conference on e-Learning in Industrial. Oporto 2009, pp. 74 - 79. ISBN 978-1-4244-4654-4

· Developed an Expert System of an Empirical Method to Choose Correct Expressions for PID Controllers Tuning in Open Loop. EEE IECON 2009 The 35th Annual Conference of the IEEE Industrial Electronics Society. Oporto 2009, pp. 2044 - 2049. ISBN 978-1-4244-4649-0

· A Practical Implementation of a Technique to Prevent Systems Controlled with PID from Becoming Unstable. III Seminario de Aplicaciones Industriales de Control Avanzado(SAICA). Madrid 2009, pp. 195 - 206. ISBN 978-84-362-6059-5

· Modifying the Learning Rate of FLNG Dealing with Imbalanced Datasets. IEEE International Joint Conference on Neural Networks (IJCNN 2010). Barcelona 2010. IEEE Computational Intelligence Society, pp. 2755 - 2759. ISBN 978-1-4244-8126-2

· A Hybrid Batch SOM-NG Algorithm. IEEE International Joint Conference on Neural Networks (IJCNN 2010). Barcelona 2010. IEEE Computational Intelligence Society, pp. 198 - 202. ISBN 978-1-4244-8126-2

· Supervised Hybrid SOM-NG Algorithm. Fifth International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP 2011). Lisboa 2011, pp. 113 - 118. ISBN 978-1-61208-172-4

· Data Mining and Modelling for Wave Power Applications Using Hybrid SOM-NG Algorithm. 14th International Conference, EANN 2013. Halkidiki, Grecia 2013. Communications in Computer and Information Science. 383, pp. 350 - 359. Springer Berlin Heidelberg. Available in: <http://dx.doi.org/10.1007/978-3-642-41013-0_36>. ISBN 978-3-642-41012-3

· Visual Supervision of a Waste Water Biological Reactor Using Artificial Intelligence Algorithms. SmartMILE 2013, International Conference on New Concepts in Smart Cities. Gijón/Xixón 2013

· Study of the Effect of a Geothermal Heat Exchanger Over the Ground. SmartMILE 2013, International Conference on New Concepts in Smart Cities. Gijón/Xixón 2013. Available in: <http://dx.doi.org/10.1109/SmartMILE.2013.6708197>.

· Analítica visual del fenómeno de chatter en un tren de laminación en frío por medio de técnicas de análisis inteligente de datos. XII Simposio CEA de Control Inteligente. Gijón/Xixón 2016, pp. 43 - 48. ISBN 978-84-16664-18-4

· Nonlinear dynamic identification using supervised neural gas algorithm. 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+ 2017). Nancy, Francia 2017

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