Ph.D. Thesis Developed:
M.A. Sanz-Bobi (1992), Metodología de mantenimiento predictivo basada en análisis espectral y temporal de la historia de equipos industriales y enfoque de su aplicación a un sistema experto. Universidad Politécnica de Madrid. Madrid (Spain). Supervised:
J.L. Velásquez Contreras (2011), Intelligent monitoring and diagnosis of power transformers in the context of an asset management model. Universitat Politècnica de Catalunya. Barcelona (Spain).
J. Besada (2005), Descubrimiento y refinamiento automático de conocimiento con técnicas híbridas del aprendizaje automático. Universidad Pontificia Comillas. Madrid (Spain).
M. García (2004), Planificación y medida de la efectividad del mantenimiento predictivo aplicado a un proceso industrial basándose en el uso de técnica de modelado de su comportamiento y de inteligencia artificial. Universidad Pontificia Comillas. Madrid (Spain).
P. Tejedor (2003), Extracción automática de reglas borrosas desde redes neuronales. Aplicación a sistemas de diagnóstico de procesos industriales. Universidad Pontificia Comillas. Madrid (Spain).
A. Sánchez (2002), Modelado del entorno para el guiado de un AGV basado en técnicas de inteligencia artificial. Universidad Pontificia Comillas. Madrid (Spain).
J. Angulo Zevallos (2000), Modelo estocástico para la determinación del tiempo de garantía óptimo en equipos mecánicos.. Universidad Politécnica de Madrid. Madrid (Spain).
J. Villar (1997), Aplicación de la teoría de conjuntos borrosos al diagnostico de procesos industriales. Universidad Pontificia Comillas. Madrid (Spain).
A. Muñoz (1996), Aplicación de técnicas de redes neuronales artificiales al diagnóstico de procesos industriales. Universidad Pontificia Comillas. Madrid (Spain). 9 Ph.D. thesis
Journal Publications
R.J. Andrade Vieira, M.A. Sanz-Bobi, "Evaluación de indicadores de la condición de aerogeneradores", Anales de Mecánica y Electricidad. vol. XC, no. I, pp. 17-26, February 2013.
P. Renatha N. da Silva, M. Negrão, P. Júnior, M.A. Sanz-Bobi, "A new methodology of fault location for predictive maintenance of transmission lines", International Journal of Electrical Power & Energy Systems. vol. 42, no. 1, pp. 568-574, November 2012.
R. Santodomingo, J.A. Rodríguez-Mondéjar, M.A. Sanz-Bobi, "Using semantic web resources to translate existing files between CIM and IEC 61850", IEEE Transactions on Power Systems. vol. 27, no. 4, pp. 2047-2054, November 2012.
M.A. Sanz-Bobi, A. Muñoz, A. de Marcos, M. Bada, "Intelligent system for a remote diagnosis of a photovoltaic solar power plant", Journal of Physics: Conference Series. vol. 364, no. 1, pp. 1201-1212, June 2012.
C. Brighenti, M.A. Sanz-Bobi, "Auto-regressive processes explained by self-organized maps: application to the detection of abnormal behavior in industrial processes", IEEE Transactions on Neural Networks. vol. 22, no. 12, pp. 2078-2090, December 2011.
J.L. Velásquez Contreras, M.A. Sanz-Bobi, S. Galceran Arellanos, "General asset management model in the context of an electric utility: application to power transformers", Electric Power Systems Research. vol. 81, no. 11, pp. 2015-2037, November 2011.
A. da Costa, M.A. Sanz-Bobi, L. Rouco, R. Palacios, L. Flores, P. Cirujano, "A tool for the assessment of the electromagnetic forces in power distribution transformers", Journal of Energy and Power Engineering. vol. 5, no. 10, pp. 972-977, October 2011.
M.A. Sanz-Bobi, R. Palacios, E. Pérez Moreno, "Estado actual y tendencias de la Gestión de Activos (Asset Management) en las empresas de transporte y distribución de energía eléctrica", Mantenimiento. no. 229, pp. 30-38, November 2009.
A.L. Arranz, A. Cruz, M.A. Sanz-Bobi, P.R. Castelló, J. Coutiño, "DADICC: Intelligent system for anomaly detection in a combined cycle gas turbine plant", Expert Systems with Applications. vol. 34, no. 4, pp. 2267-2277, May 2008.
M. Asuar, M.A. Sanz-Bobi, "Previsión de densidad del tráfico mediante redes neuronales", Novática. no. 188, pp. 54-58, July 2007.
R. Martínez, M.A. Sanz-Bobi, "Rough sets divisibles basados en clustering jerárquico", Inteligencia Artificial - Revista Iberoamericana de Inteligencia Artificial . vol. 10, no. 31, pp. 71-79, October 2006.
M. García, M.A. Sanz-Bobi, J. del Pico, "SIMAP: Intelligent System for Predictive Maintenance: Application to the health condition monitoring of a windturbine gearbox", Computers in Industry. vol. 57, no. 6, pp. 552-568, August 2006.
A. Sánchez, M.A. Sanz-Bobi, "A neural-based model for fast continuous and global robot location", Journal of Intelligent and Robotic Systems. vol. 46, no. 3, pp. 221-243, July 2006.
A.L. Arranz, M.A. Sanz-Bobi, "CLELIA: a multi-agent system for Publishing printed and electronic media", Expert Systems with Applications. vol. 28, no. 4, pp. 725-734, May 2005.
A. Sánchez, M.A. Sanz-Bobi, "Global path planning in Gaussian probabilistic maps", Journal of Intelligent and Robotic Systems. vol. 40, no. 1, pp. 89-102, May 2004.
H. Wörn, T. Längle, M. Albert, A. Kazi, A. Brighenti, S. Revuelta, C. Senior, M.A. Sanz-Bobi, J. Villar, "DIAMOND - Distributed Multi-Agent Architecture for Monitoring and Diagnosis", Production, Planning and Control. vol. 15, no. 2, pp. 189-200, March 2004.
M.A. Sanz-Bobi, R. Palacios, A. Muñoz, A. García-Escudero, M. Pérez, Á.L. Matesanz, "ISPMAT: sistema inteligente de mantenimiento predictivo aplicado a trenes", Ingeniería y gestión de mantenimiento. no. 30, pp. 41-46, July 2003.
M. García, M.A. Sanz-Bobi, "Planificación dinámica del mantenimiento industrial mediante algoritmos genéticos", Mantenimiento. vol. 161, pp. 42-49, January 2003.
M.A. Sanz-Bobi, R. Palacios, A. Muñoz, A. Pareja, A. García-Escudero, M. Pérez, "Sistema inteligente para el mantenimiento predictivo de componentes de trenes eléctricos de cercanías", Mantenimiento. vol. 1, no. 147, pp. 23-28, September 2001.
J. Vázquez, R. Palacios, M.A. Sanz-Bobi, A. Arenas, "Termoelectricidad y sus aplicaciones en bombeo de calor", Ibérica (Actualidad Tecnológica). vol. 81, no. 438, pp. 97-105, February 2001.
M. García, M.A. Sanz-Bobi, J. del Pico, "Técnicas de inteligencia artificial aplicadas al mantenimieto predictivo de aerogeneradores", Mantenimiento. no. 137, pp. 5-16, September 2000.
A. Muñoz, M.A. Sanz-Bobi, "An incipient fault detection system based on the probabilistic radial basis function network. Application to the diagnosis of the condenser of a coal power plant", Neurocomputing. vol. 23, no. 1, pp. 177-194, December 1998.
M.A. Sanz-Bobi, "Inteligencia artificial y sistemas expertos", Razón y fe: Revista hispanoamericana de cultura. vol. 233, March 1996.
M.A. Sanz-Bobi, I.J. Pérez-Arriaga, J.L. Serrano, M.E. Ortiz-Alfaro, J. Alba, Á. Doménech, M.J. Villamediana, "Control and diagnosis of water chemistry in the water-steam and water makeup in a fossil fueled power plant", International Journal of Electrical Power & Energy Systems. vol. 16, no. 4, pp. 251-258, August 1994.
J.C. Lavalle, R. Collantes, M.A. Sanz-Bobi, R. Palacios, "SEDIMAHE: An Expert System to help the maintenance of machine tools", Maintenance & Asset Management Journal. vol. 8, no. 3, pp. 10-14, September 1993.
M.A. Sanz-Bobi, R. Palacios, J. Villar, A. Arenas, "Prototipo de bomba de calor por efecto Peltier para aplicaciones de climatización", Anales de Mecánica y Electricidad. vol. IX, no. 3, pp. 251-253, September 1992. 26 publications
Conference Papers
V. Gutiérrez, R.J. Andrade Vieira, M.A. Sanz-Bobi, "Previsión del estado de salud de un aerogenerador de un parque eólico en base a la Información recogida en tiempo real de su operacion para optimizar su plan de mantenimiento", XIV Congreso de Confiabilidad. ISBN: 978-84-695-5932-1, pp. 307-326, Madrid, Spain, 27-28 November 2013
R.J. Andrade Vieira, M. Lietti, M.A. Sanz-Bobi, "New variable health threshold based on the life observed for improving the scheduled maintenance of a wind turbine", AMEST´2012 . 2nd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology. ISBN: 978-3-902823-17-5, pp. 187-192, Sevilla, Spain, 22-23 November 2012
M.A. Sanz-Bobi, F. de Cuadra, C. Batlle, "A review of key points of an industrial biogas plant. A European perspective", International Conference on Renewable Energy and Applications. ICRERA 2012.. Nagasaki, Japan, 11-14 November 2012
M.A. Sanz-Bobi, R.J. Andrade Vieira, "Method for estimating risk indicators for failure modes in a wind turbine and their use for rescheduling the planned maintenance", 1st International Conference on Through - life Engineering Services. ISBN: 9781907413179, pp. 269-276, Cranfield, United Kingdom, 5-6 November 2012
G. Mirabelli, T. , F. Gómez, M.A. Sanz-Bobi, "A BPMN general framework for managing traceability in a food supply chain", 11th International Conference on Modeling and Applied Simulation. ISBN: 978-88-97999-10-2, pp. 260-267, Viena, Austria, 19-21 September 2012
G. Mirabelli, T. , F. Gómez, M.A. Sanz-Bobi, "Food traceability models: an overview of the state of the art", 11th International Conference on Modeling and Applied Simulation. ISBN: 978-88-97999-10-2, pp. 268-277, Viena, Austria, 19-21 September 2012
T. , G. Mirabelli, F. Gómez, M.A. Sanz-Bobi, "Modeling of an agro-food traceability system: the case of the frozen vegetables", IEOM 2012. 3rd International Conference on Industrial Engineering and Operations Management. ISBN: 978-0-9855497-0-1, pp. 1065-1074, Estambul, Turkey, 3-6 July 2012
M.A. Sanz-Bobi, R.J. Andrade Vieira, V. Gutiérrez, "Maintenance model based on an estimated stress indicator of failure modes for industrial components. Application to wind turbines", 11th International Probabilistic Safety Assessment and Management Conference & The Annual European Safety and Reliability Conference Scandic Marina Congress Center - PSAM11 & ESREL 2012. Helsinki, Finland, 25-29 June 2012
M.A. Sanz-Bobi, P.R. Castelló, J. Montes, "The process of industrial bioethanol production explained by self-organised maps", 2nd International Symposium on Computational Intelligence for Engineering Systems - ISCIES 2011. ISBN: 978-989-8331-12-0, Coimbra, Portugal, 16-18 November 2011
R.J. Andrade Vieira, M.A. Sanz-Bobi, A. Câmara Mendonça, N. Sure Soeiro, G. da Silva Vieira de Melo, R.A. Aragão Galvão, "Identification of degradation behavior on a rubber material using dynamic parameters and self-organized maps", 21st International Congress of Mechanical Engineering - COBEM 2011. ISBN: 2176-5480, Natal-RN, Brazil, 24-28 October 2011
R. Santodomingo, J.A. Rodríguez-Mondéjar, M.A. Sanz-Bobi, S. Rohjans, M. Uslar, "Towards the automatic alignment of CIM and SCL ontologies", 2nd IEEE International Conference on Smart Grid Communications - SmartGridComm 2011. ISBN: 978-1-4577-1703-1, pp. 440-445, Bruselas, Belgium, 17-20 October 2011
J.A. García Matos, M.A. Sanz-Bobi, A. Muñoz, A. Sola, "Fault detection through physical modelling in an axial flow compressor of a combined-cycle power plant", European Safety & Reliability Association Conference - ESREL 2011. ISBN: 978-0-415-68379-1, pp. 445-453, Troyes, France, 18-22 September 2011
M.A. Sanz-Bobi, R.J. Andrade Vieira, X. Montilla, "Failure risk analysis and maintenance effectiveness in a windturbine according to its history of unavailability and applied maintenance", European Safety & Reliability Association Conference - ESREL 2011. ISBN: 978-0-415-68379-1, pp. 853-860, Troyes, France, 18-22 September 2011
P.R. Silva, M.M.L. Negrão, P. Júnior, W. Barra Junior, M.A. Sanz-Bobi, "Nova metodologia para melhoria na eficiência da transmissão de energia", IV Congresso Brasileiro de Eficiência Energética. pp. 683-689, Juiz de Fora, Brazil, 28-31 August 2011
J.L. Velásquez Contreras, M.A. Sanz-Bobi, S. Banaszak, M. Koch, "Application of machine learning techniques for automatic assessment of FRA measurements", 17th International Symposium on High Voltage Engineering - ISH2011. ISBN: 978-3-8007-3364-4, Hannover, Germany, 22-26 August 2011
J.L. Velásquez Contreras, M.A. Sanz-Bobi, W. De Villiers, M. Pütter, "Novel method for overall condition assessment of power transformers", 17th International Symposium on High Voltage Engineering - ISH2011. ISBN: 978-3-8007-3364-4, Hannover, Germany, 22-26 August 2011
M.A. Sanz-Bobi, R.J. Andrade Vieira, "A method for estimating stress of a failure mode in a component due to abnormal behaviour observed in a wind turbine", 24th International Congress on Condition Monitoring and Diagnostics Engineering Management - COMADEM 2011. ISBN: 0-9541307-2-3, pp. 989-998, Stavanger, Norway, 30 May - 1 Juny 2011
R. Santodomingo, J.A. Rodríguez-Mondéjar, M.A. Sanz-Bobi, "Solving the mismatches between the electric system ontologies", The International IFIP Working Conference on Enterprise Interoperability - IWEI 2011. ISBN: 978-1-84821-317-3, Estocolmo, Sweden, 23-24 March 2011
R. Santodomingo, J.A. Rodríguez-Mondéjar, M.A. Sanz-Bobi, "Ontology matching approach to the harmonization of CIM and IEC 61850 standards", 1st IEEE International Conference on Smart Grid Communications - SmartGridComm 2010. Gaithersburg, Maryland, U.S.A., 4-6 October 2010
J.L. Velásquez Contreras, A. Hedgecock, M.A. Sanz-Bobi, S. Galceran Arellanos, "Multiagent approach for integral condition assessment of power transformers using traditional and advanced diagnostic methods", 3rd International Advanced Research Workshop on transformers - ARWtr2010. ISBN: 9788461435272, Santiago de Compostela, Spain, 3-6 October 2010
J.L. Velásquez Contreras, A. Hedgecock, M.A. Sanz-Bobi, S. Galceran Arellanos, "Reliable and automatic assessment of the frequency response analysis of power transformers: is it feasible?", 3rd International Advanced Research Workshop on transformers - ARWtr2010. ISBN: 9788461435272, Santiago de Compostela, Spain, 3-6 October 2010
A. da Costa, M.A. Sanz-Bobi, L. Rouco, R. Palacios, L. Flores, P. Cirujano, "A tool for the assessment of the electromagnetic forces in power distribution transformers", The 3rd International Advanced Research Workshop on transformers - ARWtr 2010. ISBN: 978-84-614-3528-9, pp. 360-365, Santiago de Compostela, Spain, 3-6 October 2010
J.L. Velásquez Contreras, D. Kolb, M.A. Sanz-Bobi, W. Koltunowicz, "Identification of transformer-specific frequency sub-bands as basis for a reliable and automatic assessment of FRA results", Conference on Condition Monitoring and Diagnosis 2010 (CMD2010). Tokio, Japan, 6-11 September 2010
J.L. Velásquez Contreras, M.A. Sanz-Bobi, W. Koltunowicz, A. Alexander , M. Heindl, "Pattern recognition of the factors affecting the reproducibility of FRA measurements in power transformers", Conference on Condition Monitoring and Diagnosis 2010 - CMD2010. Tokio, Japan, 6-11 September 2010
M.A. Sanz-Bobi, R. Palacios, R.J. Andrade Vieira, G. Nicolau, P. Ferrarons, "Assisting tools for a new maintenance planning in a power distribution system", IEEE Power & Energy Society 2010 General Meeting. ISBN: 978-1-4244-6549-1, Minneapolis, U.S.A., 25-29 July 2010
M.A. Sanz-Bobi, R.J. Andrade Vieira, C. Brighenti, R. Palacios, G. Nicolau, P. Ferrarons, P. Vieira Junior, "Component Stress Evaluation in an Electrical Power Distribution System Using Neural Networks", 23rd International Conference on Industrial, Engineering &. Other Applications of Applied Intelligent Systems - IEA-AIE 2010. ISBN: 978-3-642-13021-2, pp. 21-30, Córdoba, Spain, 1-4 June 2010
M.A. Sanz-Bobi, M. Castro, J. Santos, "IDSAI: A Distributed System for Intrusion Detection Based on Intelligent Agents", Fifth International Conference on Internet Monitoring and Protection - ICIMP 2010. ISBN: 978-1-4244-6726-6, Barcelona, Spain, 9-15 May 2010
P. Vieira Junior, M.A. Sanz-Bobi, C. Ruiz Gomes, H. Simões Gomes, M. Pacheco do Nascimento, "Vibration monitoring of electric generators without sensor dedicated", International Conference on Industrial Technology- IEEE-ICIT 2010. ISBN: 978-1-4244-5695-6, Viña del Mar - Valparaiso, Chile, 14-17 March 2010
M.A. Sanz-Bobi, D. Contreras, J. García de Diego, A. Pérez, J.J. de Vicente, "Multiagent system for the prevention of accidents of people living alone", Second International Conference on Agents and Artificial Intelligence - ICAART 2010. ISBN: 9783642198908, Valencia, Spain, 22-24 January 2010
J.L. Velásquez Contreras, M.A. Sanz-Bobi, M. Gutiérrez, A. Alexander , "Knowledge Bases for the Interpretation of the Frequency Response Analysis of Power Transformers", Congreso Internacional en Alta Tensión y Aislamiento Eléctrico, ALTAE 2009. Medellín, Colombia, 23-27 November 2009
J.L. Velásquez Contreras, M.A. Sanz-Bobi, S. Galceran Arellanos, C. Vásquez, "Monitoring and Diagnosis of Power Transformers in the context of an Asset Management Model", Congreso Internacional en Alta Tensión y Aislamiento Eléctrico, ALTAE 2009. Medellín, Colombia, 23-27 November 2009
J.L. Velásquez Contreras, M. Koch, M. Gutiérrez, M.A. Sanz-Bobi, "Water in Power Transformers-Sources, Risks and Measurement Methods", Congreso Internacional en Alta Tensión y Aislamiento Eléctrico, ALTAE 2009. Medellín, Colombia, 23-27 November 2009
P. Vieira Junior, M.A. Sanz-Bobi, R.C. Limao, M.M.L. de Castro, "A mathematical model for condition monitoring of a power transmission line", International Conference on Power and Energy Systems (EuroPES 2009) - IASTED. Palma de Mallorca, Spain, 7-9 September 2009
M. García, M.A. Sanz-Bobi, J. del Pico, "SIMAP:Sistema Inteligente de MAntenimiento Predictivo de componentes de un aerogenerador", 11ª Jornadas técnicas sobre el mantenimiento en el sector de la energía. Asociación Española de Mantenimiento. Zaragoza, Spain, 17-18 June 2009
J. Pascual, M.A. Sanz-Bobi, D. Contreras, "Intelligent system for assisting elderly people at home", 2008 International Conference on Health Informatics (HEALTHINF). ISBN: 978-989-8111-16-6, Madeira, Portugal, 28-31 January 2008
R. Martínez, M.A. Sanz-Bobi, "Rough sets divisibles basados en clustering jerárquico", XI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA ‘05). Pp. I-59/I-68. ISBN: 84-96474-13-5. Santiago de Compostela, Spain, 23-25 November 2005
A.L. Arranz, A. Cruz, M.A. Sanz-Bobi, "AMADIS: Arquitectura Multi-Agente para la Detección de Anomalías y Diagnóstico Inteligente de sistemas industriales", Congreso Español de Informática (CEDI '2005). Ciclo de Conferencias SICO. Granada, Spain, 13-16 September 2005
M. García, M.A. Sanz-Bobi, J. del Pico, "Intelligent system for predictive maintenance scheduling and effectiveness measurement applied to Wwndturbines", IMS 2004 (Intelligent Maintenance Systems - International Conference 4th). Arles, France, 15-16 July 2004
J. Vázquez, R. Palacios, M.A. Sanz-Bobi, A. Arenas, "Test bench for measuring the electrical properties of commercial thermoelectric modules", Twenty-Second International Conference on Thermoelectrics, ICT 2003. pp. 589- 593, ISBN: 0-7803-8301-X. ISBN: 0-7803-8301-X, La Grande Motte, France, 17-21 August 2003
G. Plaza, M.A. Sanz-Bobi, "Sistema multiagente de seguimiento y diagnóstico industrial", II Jornadas de Avances Científicos en Ingeniería Industrial y Civil. Algeciras, Cádiz, Spain, 7-9 May 2003
M. García, M.A. Sanz-Bobi, J. del Pico, "Sistema inteligente de ayuda al mantenimiento de aerogeneradores", II Jornadas de Avances Científicos en Ingeniería Industrial y Civil. Algeciras, Cádiz, Spain, 7-9 May 2003
J. Besada, M.A. Sanz-Bobi, "Técnicas de inteligencia artificial aplicadas al arranque de una central térmica", II Jornadas de Avances Científicos en Ingeniería Industrial y Civil. Algeciras, Cádiz, Spain, 7-9 May 2003
J. Vázquez, R. Palacios, M.A. Sanz-Bobi, A. Arenas, "State of the art of thermoelectric generators based on heat recovered from the exhaust gases of automobiles", 7th European Workshop on Thermoelectrics, Paper #17. Pamplona, Spain, 3-4 October 2002
J. Vázquez, R. Palacios, M.A. Sanz-Bobi, "Thermoelectric device to allow diesel engine start-up at cold weather conditions", 7th European Workshop on Thermoelectrics, Poster #2. Pamplona, Spain, 3-4 October 2002
M. García, M.A. Sanz-Bobi, J. del Pico, "Aplicación de técnicas de inteligencia artificial en el mantenimiento predictivo de aerogeneradores", IV Jornadas de Fiabilidad. Las Palmas de Gran Canaria, Spain, 25-27 September 2002
A. Sánchez, M.A. Sanz-Bobi, "Fusing and modelling sensors using neural networks for low cost multi-sensor robotics systems", Sixth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies. ISBN: 1-58603-280-1, Crema, Italy, 16-18 September 2002
J. Besada, M.A. Sanz-Bobi, "Extraction of fuzzy rules using sensibility analysis in a neural network", International Conference on Artificial Neural Networks - ICANN'02. ISBN: 3-540-44074-7, Madrid, Spain, 27-31 August 2002
A. Sánchez, M.A. Sanz-Bobi, "Fast Position Estimation for Autonomous Mobile Robot Navigation", 2002 WSEAS Int. Conf. on Signal Processing, Robotics and Automation (ISPRA '02). ISBN: 960-8052-65-3, Cádiz, Spain, 12-16 June 2002
A. Sánchez, M.A. Sanz-Bobi, "Real Time Dynamic Ellipsoidal Neural Network (RTDENN)", 2002 WSEAS Int. Conf. on Signal Processing, Robotics and Automation (ISPRA '02). ISBN: 960-8052-65-3, Cádiz, Spain, 12-16 June 2002
A. Sánchez, M.A. Sanz-Bobi, "Integrating and modelling sensors: An approach to low-cost robotics systems using multilayer perceptrons", 2002 WSEAS Int. Conf. on Signal Processing, Robotics and Automation (ISPRA '02). ISBN: 960-8052-65-3, Cádiz, Spain, 12-16 June 2002
M.A. Sanz-Bobi, R. Palacios, A. Muñoz, R. García-Escudero, M. Pérez, Á.L. Matesanz, "ISPMAT: Intelligent system for predictive maintenance applied to trains", 16th International Euromaintenance 2002. Helsinki, Finland, 3-5 June 2002
M. García, M.A. Sanz-Bobi, "Dynamic scheduling of industrial maintenance using genetic algorithms", 16th International Euromaintenance 2002. Helsinki, Finland, 3-5 June 2002
M.A. Sanz-Bobi, A. Sánchez, A. Muñoz, S. Revuelta, J.R. Infante, "SEVILLA: Expert system for boiler flame monitoring of a coal power plant", Conferencia INFUB (6th European Conference on Industrial Furnaces and Boilers) . Estoril, Portugal, 2-5 April 2002
A. Sánchez, M.A. Sanz-Bobi, "Modelado de un entorno de navegación desconocido por un vehículo autoguiado mediante una red neuronal adaptativa", IX Conferencia de la Asociación Española para la Inteligencia Artificial - CAEPIA-2001. Gijón, Spain, 14-16 November 2001
M.A. Sanz-Bobi, "La Inteligencia Artificial en la docencia e investigación de la Escuela Técnica Superior de Ingeniería-ICAI de la Universidad Pontificia Comillas", IX Conferencia de la Asociación Española para la Inteligencia Artificial - CAEPIA-2001. ISBN: 84-932297-0-9, Gijón, Spain, 14-16 November 2001
J. Vázquez, M.A. Sanz-Bobi, R. Palacios, A. Arenas, "An Active Thermal Wall Based on Thermoelectricity", Sixth European Workshop on Thermoelectrics. Freiburg, Germany, 20-21 September 2001
R. Palacios, J. Vázquez, M.A. Sanz-Bobi, "Cooling system for hermetic devices based on thermoelectricity", Sixth European Workshop on Thermoelectrics. Freiburg, Germany, 20-21 September 2001
M.A. Sanz-Bobi, J. Besada, R. Palacios, A. Muñoz, R. García-Escudero, M. Pérez, Á.L. Matesanz, "Diagnosis of the electrical motors of a train using self-organised maps", 3rd IEEE International Symposium on Diagnostics for Electrical Machines Power Electronics and Drives. ISBN 88-9000645-0-1. Record IEEE SDEMPED 2001. ISBN: 88-9000645-0-1, Grado, Italy, 1-3 September 2001
M.A. Sanz-Bobi, J. Villar, E.F. Sánchez-Úbeda, G. Plaza, L.F. Robledano, S. Revuelta, A. Kazi, "DIAMOND: Multi-agent environment for intelligent diagnosis in power systems", International Conference on Intelligent Systems Application to Power Systems, ISAP 2001. Budapest, Hungary, 18-21 June 2001
J. Besada, M.A. Sanz-Bobi, "Explanation of feedforward Neural Networks through sensibility analysis", NNA '01, International Conference on Neural Networks and Applications, pp. 384-391. Tenerife, Spain, 11-15 February 2001
J. Villar, M.A. Sanz-Bobi, "Semantic analysis of fuzzy models, application to Yager models", 2001 WSES International Conference on: Fuzzy Sets & Fuzzy Systems (FSFS'01). ISBN: 960-8052-25-4, Tenerife, Spain, 11-15 February 2001
A. Arenas, J. Vázquez, M.A. Sanz-Bobi, R. Palacios, "Análisis de una célula Peltier en el plano termodinámico temperatura-entropía (T-S)", XIV Congreso Nacional de Ingeniería Mecánica. Universidad Carlos III. Vol.4 pp. 2523-2530. Madrid, Spain, 13-15 December de 2000
J. Vázquez, A. Arenas, M.A. Sanz-Bobi, R. Palacios, "Estudio bidimensional de una célula Peltier mediante elementos finitos", XIV Congreso Nacional de Ingeniería Mecánica. Universidad Carlos III. Vol. 3 pp. 1640-1645. Madrid, Spain, 13-15 December 2000
M.A. Sanz-Bobi, R. Palacios, A. Muñoz, A. Pareja, A. García-Escudero, M. Pérez, Á.L. Matesanz, "Sistema inteligente para el mantenimiento predictivo de componentes de trenes eléctricos de cercanías", 4º Congreso Español de Mantenimiento. Barcelona, Spain, 28-30 November 2000
P. Tejedor, M.A. Sanz-Bobi, "Aproximaciones entre las redes neuronales y los operadores borrosos", ESTYLF 2000, X Congreso Español sobre Tecnologías y Lógica Fuzzy. ISBN: 84-699-3040-0, Sevilla, Spain, 20-22 September 2000
A. Arenas, J. Vázquez, M.A. Sanz-Bobi, R. Palacios, "Performance of a Thermoelectric Module using the thermodynamic relationship temperature-entropy (T-S)", XIX International Conference on Thermoelectrics. Cardiff. ISBN: 978-0951928622, Vitoria, United Kingdom, 20-24 August 2000
J. Vázquez, M.A. Sanz-Bobi, R. Palacios, A. Arenas, "Thermoelectricity applied to heating of a fuel filter of a car in a cold starting", XIX International Conference on Thermoelectrics. Cardiff. Gales, United Kingdom, 20-24 August 2000
M.A. Sanz-Bobi, M. García, J. del Pico, "Artificial intelligence techniques for predictive maintenance of aerogenerators", Euromaintenance 2000. Gothenburg, Sweden, 7-9 March 2000
M.A. Sanz-Bobi, E.F. Sánchez-Úbeda, J. Villar, S. Revuelta, A. Kazi, "Multi-agent diagnosis systems in industry", 1st IFAC Workshop on Multi-Agent-Systems in Production - MAS'99. Viena, Austria, 2-4 December 1999
M.A. Sanz-Bobi, R. Palacios, "Potential use of small waste heat sources based on thermoelectricity: Application to an overhead projector and a battery charger", Fifth European Workshop on Thermoelectrics, ETS’99. Pardubice, Czech Republic, 20-21 September 1999
M.A. Sanz-Bobi, M.A. Donaire, "Diagnosis of electrical motors using artificial neural networks", The IEEE International Symposium of Diagnostics for Electrical Mahcines Power Electronics and Drives (SDEMPED´99). Gijón, Spain, 1-3 September 1999
L. Rouco, J. Zamora, A. Zazo, M.A. Sanz-Bobi, F.L. Pagola, "A Comprehensive Tool for Identification of Excitation and Speed-governing Systems for Power System Stability Studies", 13th Power Systems Computation Conference (PSCC '99). Trondheim, Norway, 28 June - 2 July 1999
A. Muñoz, C. Lozano, J. Villar, C. Fernández, M.A. Sanz-Bobi, J. Bodelón, R. Cardiel, "SINBAD: On line detection on unbalanced energy measurements in power network nodes", 13th Power Systems Computing Conference (PSCC'99). Trondheim, Norway, 28 June - 2 July 1999
J.R. Galván, A. Elices, A. Muñoz, T. Czernichow, M.A. Sanz-Bobi, "System for detection of abnormalities and fraud in customer consumption", 12th Conference of the Electric Power Supply Industry. Pattaya, Thailand, 2-6 November 1998
J. Villar, M.A. Sanz-Bobi, "Aplicación de la teoría de conjuntos borrosos al diagnóstico de procesos industriales", VI Congresso Ibero-Americano de Inteligencia Artificial (IBERAMIA'98). I Concurso Ibero-Americano de Teses e Dissertações em Inteligência Artificial (CTDIA'98). Lisboa, Portugal, 6-9 October 1998
M.A. Sanz-Bobi, R. Palacios, J. López, G. Blázquez, A. Arenas, "Combination of photovoltaic and thermoelectric effects for the cryoconcentration of fruit juices", CIMTEC '98. 9th International Conference on Modern Materials and Technologies. Florencia, Italy, 14-19 June 1998
D. Sáez, M.A. Sanz-Bobi, A. Cipriano, "Prediction of water chemical properties in the cycle of a coal power plant using artificial neural networks", IJCNN '98. 1998 IEEE World Congress on Computational Intelligence (WCCI). Anchorage, AK, U.S.A., 4-9 May 1998
M.A. Sanz-Bobi, J. Gilmartín, "Condition monitoring of hydraulic pump using a self-organising map", International Conference on Artificial Intelligence in Industry: From theory to practice - AIII'98. High Tatuas, Slovania, 22-24 April 1998
M.A. Sanz-Bobi, T. Gómez, "Metodología de optimización de los recursos de mantenimiento preventivo en redes eléctricas", Seminario Internacional Iberdrola Instituto Tecnológico: Optimización de la Planificación de Red e Inversiones en Sistemas Eléctricos. Bilbao, Spain, 1 April 1998
D. Sáez, M.A. Sanz-Bobi, A. Cipriano, "Modelación de la química del agua de una central térmica utilizando redes neuronales", XII Congreso Chileno de Ingeniería Eléctrica. Temuco, Chile, 3-8 November 1997
F.J. Garrido, M.A. Sanz-Bobi, "Learning rules from the experience of an expert system using genetic algorithms", GALESIA'97, Genetic ALgorithms in Engineering System: Innovations and Applications. Glasgow, Scotland, 2-4 September 1997
R. Palacios, M.A. Sanz-Bobi, "Thermal properties of commercial thermoelectric modules", XVI International Conference on Thermoelectrics - ICT'97. Dresde, Germany, 26-29 August 1997
M.A. Sanz-Bobi, A. García-Cerrada, R. Palacios, J. Villar, J. Rolán, B. Morán, "Experiencies learned from on-line internal monitoring of the behaviour of a transformer", IEEE International Electrical Machines & Drives Conference. ISBN: 0-7803-3946-0, pp. TC3/11.1 - TC3/11.3, Milwaukee, U.S.A., 18-21 May 1997
M.A. Sanz-Bobi, R. Palacios, A. Arenas, "Thermoelectricity applied to the cryoconcentration of orange juice", Third European Workshop on Thermoelectrics. Cardiff, United Kingdom, 16-17 September 1996
M.A. Sanz-Bobi, A. Muñoz, J. Álvarez, "Condition monitoring of water chemical properties in the cycle of a coal power plant using neural networks", PowerGen Europe'96. Budapest, Hungary, 26-28 June 1996
M.A. Sanz-Bobi, R. Palacios, "Application of thermoelectricity to the precess of cryoconcentration of orange juice", Second European Workshop on Thermoelectrics. Nancy, France, 7-8 November 1995
R. Palacios, M.A. Sanz-Bobi, J. Villar, A. Arenas, "Prototype of heat pump based on Peltier effect. Results of performance tests", Second European Workshop on Thermoelectrics. Nancy, France, 7-8 November 1995
A. Muñoz, J. Villar, M.A. Sanz-Bobi, "Neural network approach to the diagnosis of the boiler combustion in a coal power plant", Power-Gen Europe '95. Amsterdam, Netherlands, 16-18 May 1995
J. Villar, M.A. Sanz-Bobi, "Análisis de los rasgos característicos de las funciones de implicación según su comportamiento en un sistema borroso", IV Congreso Español sobre Tecnologías y Lógica Fuzzy. Blanes, Girona, Spain, 14-16 September 1994
M.A. Sanz-Bobi, J. Villar, A. Muñoz, A. Gimeno, "SEDFIPA: Diagnosis expert system of the preheating circuit in a coal power plant", 2nd World Congress on Expert Systems. Estoril, Portugal, 9-15 January 1994
A. Muñoz, J. Villar, M.A. Sanz-Bobi, "Sistema de monitorización y supervisión de la llama de la caldera de una central térmica basado en redes neuronales", V Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 93. Madrid, Spain, 16-18 November 1993
M.A. Sanz-Bobi, J. Villar, A. Muñoz, A. Gimeno, "SEDFIPA: Sistema experto de diagnóstico del circuito de precalentamiento de agua de una central térmica", V Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 93. Madrid, Spain, 16-18 November 1993
M.A. Sanz-Bobi, A. García-Cerrada, R. Palacios, J. Villar, J. Rolán, A.M. Alonso, J.C. Burgos, "TRAFES: Sistema experto de diagnóstico de transformadores de potencia", 3as Jornadas Hispano-Lusas de Ingeniería Eléctrica, Vol. III, pp. 1205-14. ISBN: 84-604-6840-2, Barcelona, Spain, 1-3 July 1993
M.A. Sanz-Bobi, R. Palacios, J. Villar, A. Arenas, "Prototype of heat pump based on Peltier effect for applications in ambient temperature conditioning", XI International Conference on Thermoelectrics. University of Texas. Austin, TX, U.S.A., 7-9 October 1992
M.A. Sanz-Bobi, R. Palacios, J. Villar, A. Arenas, "Prototipo de bomba de calor por efecto Peltier para aplicaciones de climatización", X Congreso Nacional de Ingeniería Mecánica. Madrid, Spain, 16-18 September 1992
R. Collantes, M.A. Sanz-Bobi, R. Palacios, "SEDIMAHE: Sistema experto para el diagnóstico de máquinas herramientas", X Congreso Nacional de Ingeniería Mecánica. Madrid, Spain, 16-18 September 1992
M.A. Sanz-Bobi, I.J. Pérez-Arriaga, Á. Doménech, A. Ramos, V. Bencomo, J.M. Ruiz Mayayo, "A Data Base Operation and Maintenance to Support Powerful RAM Analysis", 15th INTER-RAM Reliability, Availability, Maintainability Conference for the Electric Power Industry, pp. 172-178. Portland, OR, U.S.A., 14 June 1988
97 publications
Books and Book chapters
V. Gutiérrez, R.J. Andrade Vieira, M.A. Sanz-Bobi, "Previsión del estado de salud de un aerogenerador de un parque eólico en base a la Información recogida en tiempo real de su operacion para optimizar su plan de mantenimiento", en Libro de Ponencias del XIV Congreso de Confiabilidad. Ed. Asociación editorial para la calidad. Madrid, Spain, 2012.
M.A. Sanz-Bobi, P.R. Castelló, J. Montes, "The process of industrial bioethanol production explained by self-organised maps", en Computational intelligence and decision making. Editores Ana Madureira, Cecilia Reis, Viriato Marques. Ed. Springer. Leiden, The Netherlands, 2012.
M.A. Sanz-Bobi, D. Contreras, A. Sánchez, "Multi-agent systems orientated to assist with daily activities in the homes of elderly and disabled people", en Human-computer interaction: the agency perspective (studies in computational intelligence). Editores Zacarias, M. y Valente de Oliveira, J.. Ed. Springer. Berlín, Germany, 2012.
J.A. García Matos, M.A. Sanz-Bobi, A. Muñoz, A. Sola, "Fault detection through physical modelling in an axial flow compressor of a combined-cycle power plant", en Advances in Safety, Reliability and Risk Management. Editores Bérenguer, Christophe; Grall, Antoine; Guedes Soares, Carlos. Ed. CRC Press. Leiden, The Netherlands, 2011.
M.A. Sanz-Bobi, R.J. Andrade Vieira, X. Montilla, "Failure risk analysis and maintenance effectiveness in a windturbine according to its history of unavailability and applied maintenance", en Advances in Safety, Reliability and Risk Management. Editores Bérenguer, Christophe; Grall, Antoine; Guedes Soares, Carlos. Ed. CRC Press. Leiden, The Netherlands, 2011.
C. Ballesteros, D. Carrillo Márquez, I. García García, S. Giménez Rodríguez, A. Huertas Romero, P. Melara San Román, M.A. Sanz-Bobi, Propuestas para la cooperación entre centros especiales de empleo. Ed. AFEM. Madrid, Spain, 2011.
M.A. Sanz-Bobi, R.J. Andrade Vieira, C. Brighenti, R. Palacios, G. Nicolau, P. Ferrarons, P. Vieira Junior, "Component stress evaluation in an electrical power distribution system using neural networks", en Trends in Applied Intelligent Systems. Editores García-Pedrajas, N.; Herrera, F.; Fyfe, C.; Benítez, J.M. y Ali, M.. Ed. Springer. Berlín, Germany, 2010.
R. Martínez, M.A. Sanz-Bobi, "Divisible rough sets based on self-organizing maps ", en Lecture Notes in Computer Science, 3776. Editores Sankar K. Pal, Sanghamitra Bandyopadhyay, Sambhunath Biswas. Ed. Springer-Verlag. Berlín, Germany, 2005.
A. Muñoz, J. Villar, M.A. Sanz-Bobi, A. Gimeno, L. Zarauza, "Neural Network approach to the diagnosis of the boiler combustion in a coal power plant", en Industrial Applications of Neural Networks. Editores F. Fogelman Soulié and P. Gallinari. Ed. World Scientific. River Edge, NJ, USA, 1998.
9 books
Projects
Method for characterising the health condition of a wind turbine by monitoring of its basic parameters of power generation, developed for: Olivento.
Apr/2013-Sep/2013
Algorithm for detection of physical accesses from unknown sitesto to a social network for kids, developed for: SIMACH.
Mar/2012-Sep/2012
Assessment for biogas plants investments in Romania, developed for: GED Capital Development S.A..
Feb/2012-Mar/2012
Power generation asset management based on continuous life monitoring in the new context of high renewable energy penetration, developed for: Iberdrola.
Oct/2010-Sep/2012
SMARTCITY: alignment with the DENISE project, developed for: Endesa.
Oct/2009-Mar/2013
Standard advanced toll (2nd phase): Development and integration of the modular system, developed for: Ministerio de Industria Turismo y Comercio.
Jan/2009-Dec/2010
Review of the state of the art about Asset Management in transport and distribution in the electrical industry, developed for: Unión Fenosa.
Sep/2008-Oct/2008
Standard advanced toll: Development and integration of the modular system, developed for: Ministerio de Industria Turismo y Comercio.
Jun/2008-Dec/2008
Effective planning of the maintenance applied to a distributed electrical system by integration of information coming from exploitation of the systems, its maintenance and the quality of service to reach, developed for: Endesa Distribución.
Mar/2008-Mar/2010
Design of the active components of distribution power transformers of very low power losses and modelling of short circuit conditions , developed for: COTRADIS.
Dec/2007-Dec/2009
Integrated management for diagnosis and maintenance of power systems based on intelligent multi-agent systems, developed for: Ministerio de Educación y Ciencia.
Jan/2007-Dec/2008
Feasibility study of energy crop bioethanol production using new crops for utilization as transport fuel. Environmental and socioeconomic studies of the life cycle of all the biofuels, developed for: Ministerio de Educación y Ciencia .
Jan/2007-Jun/2009
Feasibility study of energy crop bioethanol production using new crops for utilization as transport fuel. Environmental and socioeconomic studies of the life cycle of all the biofuels, developed for: Ministerio de Educación y Ciencia .
Jun/2006-Jun/2007
Evaluation of proposals to the NOVARE awards in R&D in energy, developed for: Endesa.
Jan/2006-Feb/2006
Not Available, developed for: Abengoa.
Jan/2006-Dec/2006
Not Available, developed for: Abengoa.
Jan/2006-Dec/2006
Software tool for prediction of the calls to be received in the client call center, developed for: REPSOL GAS.
Nov/2004-Feb/2005
Feasibility study of energy crop bioethanol production and production and utilizacion as transport fuel, developed for: Abengoa Bioenergía.
Jan/2004-Jan/2005
Feasibility study of energy crop bioethanol production and production and utilizacion as transport fuel, developed for: Abengoa Bioenergía.
Jan/2004-Jan/2005
System for detection and diagnosis of anomalies in the operation of combined-cycle power plants, developed for: Iberdrola Generación.
Nov/2003-Oct/2004
(Herramienta de predicción de consumo de GLP envasado), developed for: REPSOL GAS.
Jul/2003-Apr/2004
Not Available, developed for: Comisión Europea.
Jul/2003-Jun/2005
Not Available, developed for: SPRI.
Nov/2002-Nov/2002
Development of a computer programme prototype to help the communication of ALE patients, developed for: IMSERSO.
Oct/2002-Dec/2002
Development of an expert system for diagnosis of the on-line performance of a coal power plant, developed for: Unión Fenosa Generación.
Jun/2002-Jan/2003
Software tool for prediction of the calls to be received in the client call center, developed for: REPSOL GAS.
Jun/2002-Oct/2002
Feasibility analysis of possible use of thermoelectricity for electricity generation from residual heat sources in an automobile, developed for: Ford - Alemania.
Jan/2002-Sep/2002
Distributed Multiagent System Based on Artificial Intelligence for the Maintenance of Machines and Industrial Processes, developed for: Ministerio de Ciencia y Tecnología.
Dec/2001-Nov/2004
Planning and effectivity of the predictive maintenance, developed for: Molinos del Ebro.
Apr/2001-Apr/2004
Not Available, developed for: Unión Fenosa.
Apr/2001-Mar/2002
Not Available, developed for: Robert Bosch.
Apr/2001-Oct/2001
Prediction of gas to be supplied to the clients, developed for: REPSOL.
Mar/2001-Oct/2001
The study of energy recuperation of residual heat in industrial and domestic sectors using devices based on thermoelectricity, developed for: Ministerio de Educación y Cultura.
Dec/1999-Dec/2002
Feasibility of using thermoelectricity and phase change materials in heating fuel in cold starts., developed for: Robert Bosch.
Jun/1999-Jun/2001
Configuration and installation of the SINBAD application in the thermal power station of Compostilla., developed for: Endesa.
Apr/1999-Dec/1999
DIAMOND. Distributed architecture for monitoring and diagnosis, developed for: Comisión Europea (Programa SPRIT 28735).
Dec/1998-Jun/2001
ODISEO: Optimization and diagnosis of the operation of coal power plants using expert systems, developed for: Unión Fenosa.
Apr/1998-Sep/1999
SEVILLA: Expert system for on-line monitoring of the flame of a boiler in a coal power plant, developed for: Unión Fenosa Generación.
Jan/1998-Dec/1999
Predictive maintenance system of trains, developed for: Alstom Transporte.
Dec/1997-Jan/2000
Long term prediction of the water demand based on historical series of water consumptions, developed for: CANAL DE ISABEL II.
Sep/1997-Mar/1998
FRAC: Intelligent system for fraud and anomaly detection in electricity invoicing., developed for: Iberdrola Ingeniería y Consultoría.
Apr/1997-Apr/1997
Wind Turbines Predictive Maintenance System, developed for: Molinos de Ebro (Grupo SAMCA).
Oct/1996-Dec/1997
Wind Turbines Predictive Maintenance System, developed for: Molinos de Ebro (Grupo SAMCA).
Oct/1996-Dec/1997
System for assistance to the glasses selection., developed for: ASG Visualización Digital, S.L..
Nov/1995-Sep/1997
Development of new functions for the system for identification of regulators., developed for: Iberdrola.
Mar/1995-Feb/1996
Monitoring, diagnosis and control of a limestone kiln., developed for: Comunidad de Madrid.
Dec/1994-Dec/1996
Development of new ecologic technologies for juice concentration, developed for: Ministerio de Educación y Ciencia.
Jun/1994-Jun/1997
OPREMA: Optimal maintenance planning of HV networks., developed for: Compañía Sevillana de Electricidad, S.A..
Jan/1994-Dec/1995
MIRAM: Machine management for increasing reliability, availability and maintainability., developed for: Proyecto dentro del programa BRITE/EURAM de la CEE.
Nov/1991-Nov/1994
TRAFES: Diagnosis expert system of incipient failures in power transformers., developed for: UEFSA, E.T.S.I.I. de la U.P.M., ABB-Trafosur, RYMOIL, HE.
Sep/1991-Dec/1994
Contribution to the development of juice concentration equipment based on thermoelectric techniques and programmable automats, developed for: Ministerio de Educación y Ciencia.
Jul/1991-Jul/1994
Heat pump based on the Peltier effect., developed for: ADAE.
Oct/1990-Dec/1993
52 projects
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