Publikationsliste

für Dr. M.Sc.  Francisco  Serdio

Publikationen (12):

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, ISSN: 1872-9681
2. Francisco Serdio, Miguel Angel Munoz-Garcia, Susanne Saminger-Platz, "Detecting clipping in photovoltaic solar plants using fuzzy systems on the feature space" , in Solar Energy, Vol. 132, Seite(n) 345?356, 2016, ISSN: 1471-1257
3. Francisco Serdio, Edwin Lughofer, Kurt Pichler, Markus Pichler, Thomas Buchegger, Hajrudin Efendic, "Fuzzy fault isolation using gradient information and quality criteria from system identification models" , in Information Sciences, Vol. 316, Elsevier, Seite(n) 18-39, 2015, ISSN: 1872-6291
4. 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, ISSN: 1872-6305
5. 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, ISSN: 1872-6291

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 Filters" , IEEE Int. Conf. on Systems, Man and Cybernetics, SMC 2014, Seite(n) 2745-2750, 2014
5. Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Hajrudin Efendic, "Data-Driven Residual-Based Fault Detection for Condition Monitoring in Rolling Mills" , 7th IFAC Conf. on Manufacturing Modelling, Management and Control, Vol. 46, Nummer 9, 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