Publikationsliste

für Dr. M.Sc.  Francisco  Serdio


Telefon: ( 43 ) 7236 /  3343 -  435
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EMail: Francisco.Serdio@jku.at
URL zu weiteren Infos:  (http://www.flll.jku.at/staff/francisco)

Publikationen (10):

Publikationstyp: Aufsatz / Paper in SCI-Expanded-Zeitschrift

  1. Francisco Serdio, Edwin Lughofer, Ciprian Zavoianu, Kurt Pichler, Markus Pichler, Thomas Buchegger, Hajrudin Efendic, "Improved Fault Detection employing Hybrid Memetic Fuzzy Modeling and Adaptive Filters" , in Applied Soft Computing, Vol. 51, Elsevier, Seite(n) 60-82, 2-2017
  2. Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler, Hajrudin Efendic, "Fault Detection in Multi-Sensor Networks based on Multivariate Time-Series Models and Orthogonal Transformations" , in Information Fusion, Vol. 20, Seite(n) 272-291, 2014
  3. Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Hajrudin Efendic, "Residual-Based Fault Detection using Soft Computing Techniques for Condition Monitoring at Rolling Mills" , in Information Sciences, Vol. 259, Seite(n) 304-320, 1-2014

Publikationstyp: Aufsatz / Paper in Tagungsband (referiert)

  1. Francisco Serdio, Edwin Lughofer, "A Fault Detection and Isolation Framework for Repeatable and Comparable Experimentation" , Proceedings of the PHM Conference (PHME) 2016, Serie PHM 2016, Vol. to appear, PHM Society, Bilbao, Seite(n) 649-660, 2016
  2. Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler, Hajrudin Efendic, "Gradient-based Fuzzy Fault Isolation in Residual-based Fault Detection Systems" , Proceedings of the WCCI 2014 Conference, Serie Proceedings of the WCCI 2014 Conference, Bejing, China, Seite(n) 1428-1435, 2014
  3. Francisco Serdio, Ciprian Zavoianu, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Hajrudin Efendic, "Hybrid Genetic-Fuzzy Systems for Improved Performance in Residual-Based Fault Detection" , Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC), Serie Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC), Porto, Portugal, Seite(n) 91-96, 2014
  4. Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler, Hajrudin Efendic, "Reducing False Positives for Residual-Based On-line Fault Detection by Means of Adaptive Filters" , Proceedings of the IEEE SMC 2014 Conference, Serie Proceedings of the IEEE SMC 2014 Conference, San Diego, U.S.A., Seite(n) 2803-2808, 2014
  5. Francisco Serdio, Edwin Lughofer, Thomas Buchegger, Kurt Pichler, Hajrudin Efendic, "Condition Monitoring at Rolling Mills with Data-Driven Residual-Based Fault Detection" , Proceedings of the IFAC Conference on Manufacturing Modeling, Management and Control (MIM) 2013, Serie MIM, Vol. 7, Nummer 1, IFAC, Seite(n) 1530-1535, 6-2013
  6. Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler, Hajrudin Efendic, "Multivariate Fault Detection in the Residual Space using VARMA and Orthogonal Transformations" , Annual Conference of the Prognostics and Health Management Society 2013, Seite(n) 548-555, 10-2013

Publikationstyp: Dissertation

  1. Francisco Serdio, "Residual-Based Fault Detection and Isolation" , 3-2015