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" , 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Serie IEEE Xplore, 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), 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