GSI: Relevant projects and publications

GSI has obtained more tan 15 regional and national funded grants for research. The main projects are:

  • IDEAPHYS, Sistema inteligente para la diagnosis y prognosis distribuidas de sistemas híbridos. MINECO. Retos de la sociedad H2020. DPI2013-45414-R. Ips:  Carlos J. Alonso González y J. Belarmino Pulido Junquera. 2014-2017. 60.500 €.
  • BANDHI: REDES BAYESIANAS PARA LA DIAGNOSIS DE SISTEMAS HIBRIDOS. MCI DPI TIN2009-11326. Uva, Ubu, Universidad de Vanderbilt (EEUU). 2010-12. lP: Carlos J. Alonso González, 78.650,01 €
  • HYFA: Nuevas metodologías de Diagnóstico, Tolerancia a Fallos y Mantenimiento Predictivo mediante Técnicas y Sistemas Híbridos. MCI DPI2008-01996. UPC y UVA. IP: Joseba Quevedo. 2009-11. 346.060 €
  • Razonamiento basado en modelos para la identificación de fallos en sistemas complejos.  MEC  DPI2005-08498. Uva y Ubu. IP. Carlos Alonso González. 55.000 €
  • SUITE: Supervisión Inteligente. MCyT  DPI2002-01809. Uva y Ubu. 2003-2005. IP: Carlos Alonso González. 85.540 €

But also has R+D projects with different companies:

  • Técnicas avanzadas de control y Supervisión de Procesos,  Sociedad General Azucarera de Española, S.A.  UVA, UNED, SGAE. Desde 1-02-1994 hasta 31-12-1996. Art. 11. IP. Cesar de Prada Moraga,  Número de Investigadores Participantes: 9 en 1994-95 y 6 en 1996
  • Proyecto CENIT: OCEANLIDER: Lideres en energías renovables marinas (2009-12). IPs: Diego Llanos y Arturo González.

Recent papers

  • Rotation Forest: A new classifier ensemble method. IEEE Transactions on Pattern Analysis and Machine Intelligence. JJ Rodriguez, C. Alonso González. Vol 28, 10, pp 1619-1630. Oct. 2006. (FI JCR: 4,306) (1287 citas según Google Scholar)
  • Possible conflicts: a compilation technique for consistency-based diagnosis. B. Pulido y C. Alonso. IEEE Trans. on Systems Man and Cybernetics, Part B. Special Issue on “Diagnosis of Complex Systems: Bridging the methodologies of the FDI and DX communities, 2004. (FI JCR: 1,052) (164 + 35 (versión previa en congreso) citas según Google Scholar)
  • An Event-based Distributed Diagnosis Framework using Structural Model De-composition. A. Bregón, M. Daigle, I. Roychoudury, G. Biswas, X. Kotsoukos, B. Pulido. Artificial Intelligence. 2014. Vol. 210 Págs. 1-35 (FI JCR: 3,371) (34 citas según Google Scholar)
  • A Qualitative Event-based Approach to Multiple Fault Diagnosis in Continuous Systems using Structural Model Decomposition. M.J. Daigle, A. Bregon, X. Koutsoukos, G. Biswas, B. Pulido. Engineering Applications of Artificial Intelligence. No. 53. Pgs. 190-206           2016 (FI JCR: 2,894) (7 citas)
  • State space neural networks and model-decomposition methods for fault diagnosis of complex industrial systems. B. Pulido, J.M. Zamarreño, A. Merino, A. Bregon. Engineering Applications of Artificial Intelligence Vol. 79. Pgs. 67-86. 2019. (FI JCR (2017): 2,819)

Relevant papers

  • A Decomposition Method for Nonlinear Parameter Estimation in TRANSCEND. A. Bregon, G. Biswas, B. Pulido. IEEE Trans. on Systems Man and Cyber-netics, Part A, Systems and Humans Vol. 42, NO. 3. 2012. (FI JCR: 2,183) (39 citas según Google Scholar)
  • Integration of simulation and state observers for on line fault detection of nonlinear continuous systems. A. Bregon, C. Alonso-González y B. Pulido. IEEE Transactions on Systems, Man, and Cybernetics: Systems. Vol. 44. No.12 Pg(s): 1553-1568. 2014. (FI JCR: 1,699) (14 citas)
  • A Common Framework for Compilation Techniques Applied to Diagnosis of Linear Dynamic Systems. A. Bregon, G. Biswas, B. Pulido, C. Alonso-González, H. Khorasgani. IEEE Transactions on Systems Man and Cybernetics: Systems. Pg(s): 863-873. Vol. 44. No. 7. 2014. (FI JCR = 1,699) (19 citas)
  • Basic tasks for knowledge-based supervision in process control. (*) G. Acosta , C. Alonso González, B. Pulido. Engineering Applications of Artificial Intelligence, 2002. (FI JCR: 0,306) (27 citas)
  • On line industrial supervision and diagnosis, knowledge level description and experimental results. C. Alonso, B. Pulido, C. Llamas, G. Acosta, Expert Systems with Applications, 2001. (JCR: 0,321) (17 citas)
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