Dr. Miguel Ángel Sanz Bobi

Current position:

Professor

Research Area:

Intelligent Systems

Association date:

01/Sep/1986

Location:

AA25. D-416

Phone extension number:

+34 91 542-2800 ext. 4240

Email:

miguelangel.sanz@iit.comillas.edu

ORCID:

Researcher ID:

Google Scholar ID:

SCOPUS:

ResearchGate:

IEEE:

LinkedIn:

miguel-angel-sanz-bobi-33841a37

Biography:

Dr. Miguel A. Sanz-Bobi is working in IIT since 1985 and has been involved in more than twenty research projects for the industry, mainly for the electrical industryHis main research activities are related with applications to the reliability and maintainability field and the development of expert systems and use of artificial intelligence techniques for on-line diagnosis of incipient problems in large industrial processes such as power plants, machine tools, etc.He obtained the Degree of Doctor in 1992 from the Universidad Politécnica de Madrid, Madrid, Spain. His doctoral thesis described a methodology for predictive maintenance based on the health condition of equipments of complex industrial processes.

Areas of interest:

Life condition monitoring and analysis of industrial processes. Modeling and simulation of the expected behavior of industrial components. Artificial Intelligence: knowledge-based systems, fuzzy logic, machine learning algorithms, reinforcement learning. Techniques for incipient detection of failure modes and risk assessment. Reliability. Predictive Maintenance. Asset Management. Image and voice treatment.

Skills:

Symbolic AI: Expert systems Decision trees Case-based reasoning Fuzzy logic Machine learning: Unsupervised machine learning: Clustering Supervised machine learning: neural networks, random forests, gradient booster… Reinforcement learning Generative AI: Generative Adversarial Networks Image, video, audio processing Evaluation of the condition of industrial processes. Predictive maintenance models. Methods characterizing the normal behavior expected in industrial systems and asset management

Journal Publications

Domínguez-Barbero, D., García-González, J., Sanz-Bobi, M.A., García-Cerrada, A., Energy management of a microgrid considering nonlinear losses in batteries through Deep Reinforcement Learning. Applied Energy. Vol. 368, pp. 123435-1 - 123435-12, August 2024. [Online: May 2024] JCR: 10,100 Q1 (2023) - SJR: 2,820 Q1 (2023)
Rubiales Mena, M.C., Muñoz, A., Sanz-Bobi, M.A., González-Calvo, D., Álvarez Tejedor, T., Application of ensemble machine learning techniques to the diagnosis of the combustion in a gas turbine. Applied Thermal Engineering. Vol. 249, pp. 123447-1 - 123447-16, July 2024. [Online: May 2024] JCR: 6,100 Q1 (2023) - SJR: 1,488 Q1 (2023)
Rajora, G.L., Sanz-Bobi, M.A., Bertling Tjemberg, L., Urrea Cabus, J.E., A review of asset management using artificial intelligence-based machine learning models: applications for the electric power and energy system. IET Generation Transmission & Distribution. Vol. 18, nº. 12, pp. 2155 - 2170, June 2024. [Online: June 2024] JCR: 2,000 Q3 (2023) - SJR: 0,787 Q2 (2023)
Álvarez-Monteserín, I., Sanz-Bobi, M.A., Measuring the degradation of a power grid-connected BESS using a new data-driven indicator. Journal of Energy Storage. Vol. 85, pp. 110958-1 - 110958-14, April 2024. [Online: March 2024] JCR: 8,900 Q1 (2023) - SJR: 1,595 Q1 (2023)
Domínguez-Barbero, D., García-González, J., Sanz-Bobi, M.A., Twin-delayed deep deterministic policy gradient algorithm for the energy management of microgrids. Engineering Applications of Artificial Intelligence. Vol. 125, pp. 106693-1 - 106693-11, October 2023. [Online: July 2023] JCR: 7,500 Q1 (2023); - SJR: 1,749 Q1 (2023);
de Santos Yubero, H., Sanz-Bobi, M.A., A machine learning approach for condition monitoring of high voltage insulators in polluted environments. Electric Power Systems Research. Vol. 220, pp. 109340-1 - 109340-9, July 2023. [Online: March 2023] JCR: 3,300 Q2 (2023); - SJR: 1,029 Q1 (2023);
Calvo-Báscones, P., Sanz-Bobi, M.A., Advanced prognosis methodology based on behavioral indicators and chained sequential memory neural networks with a diesel engine applicat. Computers in Industry. Vol. 144, pp. 103771-1 - 103771-13, January 2023. [Online: September 2022] JCR: 8,200 Q1 (2023); - SJR: 2,453 Q1 (2023);
Calvo-Báscones, P., Voisin, A., Do, P., Sanz-Bobi, M.A., A collaborative network of digital twins for anomaly detection applications of complex systems. Snitch Digital Twin concept. Computers in Industry. Vol. 144, pp. 103767-1 - 103767-17, January 2023. [Online: September 2022] JCR: 8,200 Q1 (2023); - SJR: 2,453 Q1 (2023);
Álvarez-Monteserín, I., Sanz-Bobi, M.A., An online fade capacity estimation of lithium-ion battery using a new health indicator based only on a short period of the charging voltage profile. IEEE Access. Vol. 10, pp. 1138 - 11146, 2022. [Online: January 2022] JCR: 3,900 Q2 (2022); 3,400 Q2 (2023) - SJR: 0,926 Q1 (2022); 0,960 Q1 (2023)
Teixeira, W.C.E., Sanz-Bobi, M.A., Limão Oliveira, R.C., Applying intelligent multi-agents to reduce false alarms in wind turbine monitoring systems. Energies. Vol. 15, nº. 19, pp. 7317-1 - 7317-30, October 2022. [Online: October 2022] JCR: 3,200 Q3 (2022); 3,000 Q3 (2023) - SJR: 0,632 Q1 (2022); 0,651 Q1 (2023)
Rajora, G.L., Sanz-Bobi, M.A., Mateo, C., Application of machine learning methods for asset management on power distribution networks. Emerging Science Journal. Vol. 6, nº. 4, pp. 905 - 920, August 2022. [Online: May 2022] SJR: 0,486 Q1 (2022); 0,754 Q1 (2023)
de Santos Yubero, H., Sanz-Bobi, M.A., Novel approaches to assess the mechanical reliability of toughened glass insulators used in transmission lines. IEEE Transactions on Power Delivery. Vol. 37, nº. 3, pp. 2083 - 2089, June 2022. [Online: August 2021] JCR: 4,400 Q2 (2022); 3,800 Q2 (2023) - SJR: 1,920 Q1 (2022); 2,031 Q1 (2023)
Calvo-Báscones, P., Sanz-Bobi, M.A., Welte, T., Anomaly detection method based on the deep knowledge behind behavior patterns in industrial components. Application to a hydropower plant. Computers in Industry. Vol. 125, pp. 103376-1 - 103376-17, February 2021. [Online: December 2020] JCR: 11,245 Q1 (2021); 8,200 Q1 (2023) - SJR: 2,427 Q1 (2021); 2,453 Q1 (2023)
de Santos Yubero, H., Sanz-Bobi, M.A., Research on the pollution performance and degradation of superhydrophobic nano-coatings for toughened glass insulators. Electric Power Systems Research. Vol. 191, pp. 106863-1 - 106863-8, February 2021. [Online: October 2020] JCR: 3,818 Q2 (2021); 3,300 Q2 (2023) - SJR: 1,109 Q1 (2021); 1,029 Q1 (2023)
de Santos Yubero, H., Sanz-Bobi, M.A., A cumulative pollution index for the estimation of the leakage current on insulator strings. IEEE Transactions on Power Delivery. Vol. 35, nº. 5, pp. 2438 - 2446, October 2020. [Online: January 2020] JCR: 4,131 Q1 (2020); 3,800 Q2 (2023) - SJR: 1,570 Q1 (2020); 2,031 Q1 (2023)
Domínguez-Barbero, D., García-González, J., Sanz-Bobi, M.A., Sánchez-Úbeda, E.F., Optimising a microgrid system by deep reinforcement learning techniques. Energies. Vol. 13, nº. 11, pp. 2830-1 - 2830-19, June 2020. [Online: June 2020] JCR: 3,004 Q3 (2020); 3,000 Q3 (2023) - SJR: 0,598 Q2 (2020); 0,651 Q1 (2023)
Mazidi, P., Tohidi, Y., Ramos, A., Sanz-Bobi, M.A., Profit-maximization generation maintenance scheduling through bi-level programming. European Journal of Operational Research. Vol. 264, nº. 3, pp. 1045 - 1057, February 2018. [Online: July 2017] JCR: 3,806 Q1 (2018); 6,000 Q1 (2023) - SJR: Q1 (2018); 2,321 Q1 (2023)
Gil, A., Sanz-Bobi, M.A., Rodríguez López, M.A., Behavior anomaly indicators based on reference patterns - application to the gearbox and electrical generator of a wind turbine. Energies. Vol. 11, nº. 1, pp. 87-1 - 87-15, January 2018. [Online: January 2018] JCR: 2,707 Q3 (2018); 3,000 Q3 (2023) - SJR: Q1 (2018); 0,651 Q1 (2023)
Mazidi, P., Sanz-Bobi, M.A., Shayesteh, E., Hilber, P., Impact of health indicators on maintenance management and operation of power systems. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. Vol. 231, nº. 6, pp. 716 - 731, December 2017. [Online: September 2017] JCR: 1,373 Q3 (2017); 1,700 Q2 (2023) - SJR: Q2 (2017); 0,461 Q2 (2023)
Mazidi, P., Du, M., Bertling Tjemberg, L., Sanz-Bobi, M.A., A health condition model for wind turbine monitoring through neural networks and proportional hazard models. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. Vol. 231, nº. 5, pp. 481 - 494, October 2017. [Online: May 2017] JCR: 1,373 Q3 (2017); 1,700 Q2 (2023) - SJR: Q2 (2017); 0,461 Q2 (2023)
Mazidi, P., Sanz-Bobi, M.A., Strategic maintenance scheduling in an islanded microgrid with Distributed Energy Resources. Electric Power Systems Research. Vol. 148, pp. 171 - 182, July 2017. [Online: April 2017] JCR: 2,856 Q2 (2017); 3,300 Q2 (2023) - SJR: Q1 (2017); 1,029 Q1 (2023)
Mazidi, P., Bertling Tjemberg, L., Sanz-Bobi, M.A., Wind turbine prognostics and maintenance management based on a hybrid approach of neural networks and proportional hazards model. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. Vol. 231, nº. 2, pp. 121 - 129, April 2017. [Online: January 2017] JCR: 1,373 Q3 (2017); 1,700 Q2 (2023) - SJR: Q2 (2017); 0,461 Q2 (2023)
Mazidi, P., Tohidi, Y., Sanz-Bobi, M.A., Strategic maintenance scheduling of an offshore wind farm in a deregulated power system. Energies. Vol. 10, nº. 3, pp. 313-1 - 313-20, March 2017. [Online: March 2017] JCR: 2,676 Q3 (2017); 3,000 Q3 (2023) - SJR: Q1 (2017); 0,651 Q1 (2023)
Brighenti, C., Brighenti, A., Biancat, J., Sanz-Bobi, M.A., Knowledge extraction. LNG Industry. Vol. 11, nº. 1, pp. 67 - 70, January 2015.
Santodomingo, R., Rohjans, S., Uslar, M., Rodríguez-Mondéjar, J.A., Sanz-Bobi, M.A., Ontology matching system for future energy smart grids. Engineering Applications of Artificial Intelligence. Vol. 32, pp. 242 - 257, June 2014. [Online: March 2014] JCR: 2,207 Q1 (2014); 7,500 Q1 (2023) - SJR: Q1 (2014); 1,749 Q1 (2023)
Pizzuti, T., Mirabelli, G., Sanz-Bobi, M.A., Gómez, F., Food track & trace ontology for helping the food traceability control. Journal of Food Engineering. Vol. 120, pp. 17 - 30, January 2014. [Online: July 2013] JCR: 2,771 Q1 (2014); 5,300 Q1 (2023) - SJR: Q1 (2014); 1,158 Q1 (2023)
Negrão, M.M.L.C., N. da Silva, P.R., Gomes, C.R., Gomes, H.S., Vieira Junior, P., Sanz-Bobi, M.A., MCHO - A new indicator for insulation conditions in transmission lines. International Journal of Electrical Power & Energy Systems. Vol. 53, pp. 733 - 741, December 2013. [Online: June 2013] JCR: Q1 (2013); 5,000 Q1 (2023) - SJR: Q1 (2013); 1,711 Q1 (2023)
Santodomingo, R., Rohjans, S., Uslar, M., Rodríguez-Mondéjar, J.A., Sanz-Bobi, M.A., Facilitating the automatic mapping of IEC 61850 signals and CIM measurements. IEEE Transactions on Power Systems. Vol. 28, nº. 4, pp. 4348 - 4355, November 2013. [Online: July 2013] JCR: 3,530 Q1 (2013); 6,500 Q1 (2023) - SJR: Q1 (2013); 3,827 Q1 (2023)
Andrade Vieira, R.J., Sanz-Bobi, M.A., Failure risk indicators for a maintenance model based on observable life of industrial components with an application to wind turbines. IEEE Transactions on Reliability. Vol. 62, nº. 3, pp. 569 - 582, September 2013. [Online: July 2013] JCR: 1,657 Q1 (2013); 5,000 Q1 (2023) - SJR: Q1 (2013); 1,511 Q1 (2023)
García Matos, J.A., Sanz-Bobi, M.A., Muñoz, A., Sola, A., Hybrid model-based fault detection and diagnosis for the axial flow compressor of a combined-cycle power plant. Journal of Engineering for Gas Turbines and Power. Vol. 135, nº. 5, pp. 054501-1 - 054501-5, May 2013. [Online: April 2013] JCR: 0,788 Q3 (2013); 1,400 Q3 (2023) - SJR: Q1 (2013); 0,506 Q2 (2023)
García Matos, J.A., Sanz-Bobi, M.A., Muñoz, A., Asset management overview focusing on fault detection in industrial processes - A state of the art. International Journal of COMADEM. Vol. 16, nº. 2, pp. 43 - 54, April 2013. SJR: Q3 (2013); 0,109 Q4 (2023)
Andrade Vieira, R.J., Sanz-Bobi, M.A., Evaluación de indicadores de la condición de aerogeneradores. Anales de Mecánica y Electricidad. Vol. XC, nº. I, pp. 17 - 26, January 2013.
Renatha N. da Silva, P., Negrão, M.M.L.C., Vieira Junior, P., Sanz-Bobi, M.A., 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. [Online: June 2012] JCR: 3,432 Q1 (2012); 5,000 Q1 (2023) - SJR: Q1 (2012); 1,711 Q1 (2023)
Santodomingo, R., Rodríguez-Mondéjar, J.A., Sanz-Bobi, M.A., 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. [Online: April 2012] JCR: 2,921 Q1 (2012); 6,500 Q1 (2023) - SJR: Q1 (2012); 3,827 Q1 (2023)
Brighenti, C., Sanz-Bobi, M.A., 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. [Online: October 2011] JCR: 2,952 (2011);
Velásquez Contreras, J.L., Sanz-Bobi, M.A., Galceran Arellanos, S., 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. [Online: July 2011] JCR: 1,478 Q2 (2011); 3,300 Q2 (2023) - SJR: Q1 (2011); 1,029 Q1 (2023)
da Costa, A., Sanz-Bobi, M.A., Rouco, L., Palacios, R., Flores, L., Cirujano, P., 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.
Sanz-Bobi, M.A., Palacios, R., Pérez Moreno, E., 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.
Arranz, A.L., Cruz, A., Sanz-Bobi, M.A., Castelló, P.R., Coutiño, J., 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. [Online: April 2007] JCR: 2,596 (2008); 7,500 Q1 (2023) - SJR: 1,875 Q1 (2023)
Asuar, M., Sanz-Bobi, M.A., Previsión de densidad del tráfico mediante redes neuronales. Novática. Nº. 188, pp. 54 - 58, July 2007.
Martínez, R., Sanz-Bobi, M.A., Rough sets divisibles basados en clustering jerárquico. Inteligencia Artificial - Revista Iberoamericana de Inteligencia Artificial . Vol. 10, nº. 31, pp. 71 - 79, October 2006. JCR: 3,400 Q2 (2023) - SJR: 0,218 Q4 (2023)
García, M., Sanz-Bobi, M.A., del Pico, J., 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. [Online: June 2006] JCR: 1,141 (2006); 8,200 Q1 (2023) - SJR: 2,453 Q1 (2023)
Sánchez, A., Sanz-Bobi, M.A., A neural-based model for fast continuous and global robot location. Journal of Intelligent & Robotic Systems. Vol. 46, nº. 3, pp. 221 - 243, July 2006. [Online: August 2006] JCR: 0,265 (2006); 3,100 Q2 (2023) - SJR: 0,960 Q1 (2023)
Arranz, A.L., Sanz-Bobi, M.A., CLELIA: a multi-agent system for Publishing printed and electronic media. Expert Systems with Applications. Vol. 28, nº. 4, pp. 725 - 734, May 2005. [Online: January 2005] JCR: 1,236 (2005); 7,500 Q1 (2023) - SJR: 1,875 Q1 (2023)
Sánchez, A., Sanz-Bobi, M.A., Global path planning in Gaussian probabilistic maps. Journal of Intelligent & Robotic Systems. Vol. 40, nº. 1, pp. 89 - 102, May 2004. JCR: 0,254 (2004); 3,100 Q2 (2023) - SJR: 0,960 Q1 (2023)
Wörn, H., Längle, T., Albert, M., Kazi, A., Brighenti, A., Revuelta, S., Senior, C., Sanz-Bobi, M.A., Villar, J., DIAMOND - Distributed Multi-Agent Architecture for Monitoring and Diagnosis. Production Planning and Control. Vol. 15, nº. 2, pp. 189 - 200, March 2004. JCR: 0,326 (2004); 6,100 Q1 (2023) - SJR: 2,020 Q1 (2023)
Sanz-Bobi, M.A., Palacios, R., Muñoz, A., García-Escudero, A., Pérez, M., Matesanz, Á.L., ISPMAT: sistema inteligente de mantenimiento predictivo aplicado a trenes. Ingeniería y gestión de mantenimiento. Nº. 30, pp. 41 - 46, July 2003.
García, M., Sanz-Bobi, M.A., Planificación dinámica del mantenimiento industrial mediante algoritmos genéticos. Mantenimiento. Nº. 161, pp. 42 - 49, January 2003.
Sanz-Bobi, M.A., Palacios, R., Muñoz, A., Pareja, A., García-Escudero, A., Pérez, M., Matesanz, Á.L., Sistema inteligente para el mantenimiento predictivo de componentes de trenes eléctricos de cercanías. Mantenimiento. Nº. 147, pp. 23 - 28, September 2001.
Vázquez, J., Palacios, R., Sanz-Bobi, M.A., Arenas, A., Termoelectricidad y sus aplicaciones en bombeo de calor. Ibérica (Actualidad Tecnológica). Vol. 81, nº. 438, pp. 97 - 105, February 2001.
Sanz-Bobi, M.A., Besada, J., Reconocimiento visual de múltiples objetos sobre una superficie con redes neuronales y su clasificación mediante un brazo robot. Anales de Mecánica y Electricidad. Vol. LXXVII, nº. V, pp. 39 - 47, September 2000.
García, M., Sanz-Bobi, M.A., del Pico, J., Técnicas de inteligencia artificial aplicadas al mantenimieto predictivo de aerogeneradores. Mantenimiento. Nº. 137, pp. 5 - 14, September 2000.
Alfonso Fernández, A., Bolaños Balari, F., Faro Ruiz, D., Charray González, C., Mohedano, P., Sanz-Bobi, M.A., Debate: Predicción, ¿necesidad o moda?. Mantenimiento. Nº. 137, pp. 45 - 62, September 2000.
Muñoz, A., Sanz-Bobi, M.A., 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. 1-3, pp. 177 - 194, December 1998. [Online: December 1998] JCR: 5,500 Q1 (2023) - SJR: 1,815 Q1 (2023)
Sanz-Bobi, M.A., Inteligencia artificial y sistemas expertos. Razón y fe: Revista hispanoamericana de cultura. Vol. 233, nº. 1169, pp. 301 - 311, March 1996. [Online: March 1996]
Sanz-Bobi, M.A., Pérez-Arriaga, I.J., Serrano, J.L., Ortiz-Alfaro, M.E., Alba, J., Doménech, Á., Villamediana Díez, M.J., González-Huerta, J., Fernández-Martínez, J.J., Control and diagnosis of water chemistry in the water-steam and water make-up in a fossil fuelled power plant. International Journal of Electrical Power & Energy Systems. Vol. 16, nº. 4, pp. 251 - 258, August 1994. [Online: February 2003] JCR: 5,000 Q1 (2023) - SJR: 1,711 Q1 (2023)
Lavalle, J.C., Collantes, R., Sanz-Bobi, M.A., Palacios, R., SEDIMAHE: An Expert System to help the maintenance of machine tools. Maintenance & Asset Management Journal. Vol. 8, nº. 3, pp. 10 - 14, September 1993.
Sanz-Bobi, M.A., Palacios, R., Villar, J., Arenas, A., Prototipo de bomba de calor por efecto Peltier para aplicaciones de climatización. Anales de Mecánica y Electricidad. Vol. IX, nº. III, pp. 251 - 253, September 1992.

show 58 journal publications

Projects

show 63 projects

Ph.D. Thesis

show 20 Ph.D. Thesis

Conference Papers

show 132 conference papers

Books and Book Chapters

show 6 books and book chapters

Invited Conferences and Seminars

Chair in "4th International Conference on Renewable Energy Research and Applications - ICRERA 2015". International Journal of Renewable Energy Research (IJRER). Palermo (Italy). Nov 2015.
Conference "Metodología de optimización de los recursos de mantenimiento preventivo en redes eléctricas" Seminario Internacional «Optimización de la Planificación de Red e Inversiones en Sistemas Eléctricos». Iberdrola Instituto Tecnologico de Bilbao, S.A. Bilbao (Spain). Apr 1998.
Conference "Metodología de optimización de los recursos de mantenimiento preventivo en redes eléctricas" Seminario Internacional «Optimización de la Planificación de Red e Inversiones en Sistemas Eléctricos». Iberdrola Instituto Tecnológico de Bilbao. Bilbao (Spain). Apr 1998.

show 3 invited conferences and seminars

Organization of Scientific Meetings

Organization of "2nd International Conference on Renewable Energy Research and Applications -ICRERA 2013 ". Universidad Pontificia Comillas e International Journal of Renewable Energy Research (IJRER). Madrid (Spain). Oct 2013.
Member of Committee at "Tenth IEEE International Conference on Machine Learning and Applications - ICMLA'11". Institute of Electrical and Electronics Engineers Inc. - IEEE. Honolulu (United States of America). Dec 2011.
Member of Committee at "International Symposium on Computational Intelligence for Engineering Systems - ISCIES 2011". Instituto Politécnico de Coimbra. Coimbra (Portugal). Nov 2011.
Member of Committee at "International Conference on Evolutionary Computation, Theory and Applications - ECTA 2011". Institute for Systems and Technologies of Information, Control and Communication. Paris (France). Oct 2011.
Organization of "Workshop DENISE: Distribución Energética Inteligente Segura y Eficiente". Instituto Investigación Tecnológica y Endesa. Madrid (Spain). Jul 2009.
Organization of "4th European Workshop on Thermoelectrics". European Thermoelectric Society (ETS); e Instituto de Investigación Tecnológica (IIT). Madrid (Spain). Sep 1998.

show 6 organization of scientific meetings

Technical Reports

show 6 technical reports

Working Papers

show 3 working papers

External Training Courses

Machine Learning Course. Carried out for Endesa S.A. May/2019-Jul/2019
Basic course of maintenance and dependability. Carried out for Ineco. Dec/2014-Dec/2014
Basic course of maintenance and dependability. Carried out for ADIF. Nov/2012-Dec/2012
Basic course of Reliability. Carried out for Ineco. Jul/2012-Jul/2012
Basic Course of Reliability. INECO, Madrid (Spain). Jul 2012.
Basic course of Reliability. Carried out for ADIF. Nov/2011-Mar/2012
Métodos y modelos de decisión, in Máster en Administración de Empresas e Ingeniería de Organización (MBAE). Escuela Técnica Superior de Ingenieros de Caminos, Canales y Puertos de la Universidad Castilla-La Mancha, Ciudad Real (Spain). Apr 2009.

show 7 external training courses

External Relevant Positions

Editor at "Use, operation and maintenance of renewable energy systems: experiences and future approaches (Green energy and technology)" Springer. Berlin (Germany). May 2014.
Senior Member Institute of Electrical and Electronics Engineers Inc. - IEEE. Piscataway (United States of America). Jan 2008 - Today.

show 2 external relevant positions

Fellowships and Awards

«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» "Premio VIESGO 1993 a la tesis doctoral". Fundación CEOE. Madrid (Spain). Nov 1993.

show 1 fellowships and awards

Other Activities

Doctoral Defense Committee of "Boal Martín-Larrauri, J. «Indoor topological SLAM using frontal computer vision»". Universidad Pontificia Comillas. Madrid (Spain). Jul 2014.
Doctoral Defense Committee of "Cruz García, A.M. «Contribuciones a la predicción a corto plazo del precio de la electricidad mediante modelos de series temporales»". Universidad Pontificia Comillas. Madrid (Spain). Sep 2013.
Reviewer in "International Journal of Electrical Power & Energy Systems - IJEPES". Elsevier. Oxford (United Kingdom). Oct 2011 - Jul 2012.
Reviewer in "International Journal of Renewable Energy Research - IJRER". University of Malaya. Kuala Lumpur (Malaysia). Oct 2011 - Jul 2012.
Reviewer in "Journal of Mechanical Science and Technology". Springer. Seoul (South Korea). Oct 2011 - Jul 2012.

show 5 other activities

Dr. Miguel Ángel Sanz Bobi

Journal Publications

Álvarez-Monteserín, I., Sanz-Bobi, M.A., Measuring the degradation of a power grid-connected BESS using a new data-driven indicator. Journal of Energy Storage. Vol. 85, pp. 110958-1 - 110958-14, April 2024. [Online: March 2024] JCR: 8,900 Q1 (2023) - SJR: 1,595 Q1 (2023)

de Santos Yubero, H., Sanz-Bobi, M.A., A machine learning approach for condition monitoring of high voltage insulators in polluted environments. Electric Power Systems Research. Vol. 220, pp. 109340-1 - 109340-9, July 2023. [Online: March 2023] JCR: 3,300 Q2 (2023); - SJR: 1,029 Q1 (2023);

Rajora, G.L., Sanz-Bobi, M.A., Mateo, C., Application of machine learning methods for asset management on power distribution networks. Emerging Science Journal. Vol. 6, nº. 4, pp. 905 - 920, August 2022. [Online: May 2022] SJR: 0,486 Q1 (2022); 0,754 Q1 (2023)

Mazidi, P., Sanz-Bobi, M.A., Strategic maintenance scheduling in an islanded microgrid with Distributed Energy Resources. Electric Power Systems Research. Vol. 148, pp. 171 - 182, July 2017. [Online: April 2017] JCR: 2,856 Q2 (2017); 3,300 Q2 (2023) - SJR: Q1 (2017); 1,029 Q1 (2023)

Mazidi, P., Tohidi, Y., Sanz-Bobi, M.A., Strategic maintenance scheduling of an offshore wind farm in a deregulated power system. Energies. Vol. 10, nº. 3, pp. 313-1 - 313-20, March 2017. [Online: March 2017] JCR: 2,676 Q3 (2017); 3,000 Q3 (2023) - SJR: Q1 (2017); 0,651 Q1 (2023)

Pizzuti, T., Mirabelli, G., Sanz-Bobi, M.A., Gómez, F., Food track & trace ontology for helping the food traceability control. Journal of Food Engineering. Vol. 120, pp. 17 - 30, January 2014. [Online: July 2013] JCR: 2,771 Q1 (2014); 5,300 Q1 (2023) - SJR: Q1 (2014); 1,158 Q1 (2023)

García Matos, J.A., Sanz-Bobi, M.A., Muñoz, A., Asset management overview focusing on fault detection in industrial processes - A state of the art. International Journal of COMADEM. Vol. 16, nº. 2, pp. 43 - 54, April 2013. SJR: Q3 (2013); 0,109 Q4 (2023)

Brighenti, C., Sanz-Bobi, M.A., 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. [Online: October 2011] JCR: 2,952 (2011);

Martínez, R., Sanz-Bobi, M.A., Rough sets divisibles basados en clustering jerárquico. Inteligencia Artificial - Revista Iberoamericana de Inteligencia Artificial . Vol. 10, nº. 31, pp. 71 - 79, October 2006. JCR: 3,400 Q2 (2023) - SJR: 0,218 Q4 (2023)

Sánchez, A., Sanz-Bobi, M.A., A neural-based model for fast continuous and global robot location. Journal of Intelligent & Robotic Systems. Vol. 46, nº. 3, pp. 221 - 243, July 2006. [Online: August 2006] JCR: 0,265 (2006); 3,100 Q2 (2023) - SJR: 0,960 Q1 (2023)

Arranz, A.L., Sanz-Bobi, M.A., CLELIA: a multi-agent system for Publishing printed and electronic media. Expert Systems with Applications. Vol. 28, nº. 4, pp. 725 - 734, May 2005. [Online: January 2005] JCR: 1,236 (2005); 7,500 Q1 (2023) - SJR: 1,875 Q1 (2023)

Sánchez, A., Sanz-Bobi, M.A., Global path planning in Gaussian probabilistic maps. Journal of Intelligent & Robotic Systems. Vol. 40, nº. 1, pp. 89 - 102, May 2004. JCR: 0,254 (2004); 3,100 Q2 (2023) - SJR: 0,960 Q1 (2023)

Projects

Ph.D. Thesis

Developed:

Supervised:

In progress:

D. Domínguez Barbero, Modeling and Optimizing the behavior of distributed agents in decentralized power systems by Reinforcement Learming techniques. Universidad Pontificia Comillas. Madrid (España).

G. Rajora , Development of smart environment for asset management based on Machine Learning Models in power grids. Universidad Pontificia Comillas. Madrid (España).

M. Rubiales Mena, Prognosis methods of Industrial Systems Based on Generative Adversarial Networks. Universidad Pontificia Comillas. Madrid (España).

F. Bellido López, MAINTENANCE OPTIMISATION THROUGH DIGITAL TWINS: INTEGRATION OF PHM AND MAINTENANCE MANAGEMENT. Universidad Pontificia Comillas. Madrid (España).

Conference Papers