An adaptive soft-sensor for non-destructive cement-based material testing, through the use of RBF networks

dc.contributor.author	Αλεξανδρίδης, Αλέξανδρος Π.	el
dc.contributor.author	Τριάντης, Δήμος Α.	el
dc.contributor.author	Χονδροδήμα, Ευαγγελία	el
dc.contributor.author	Στεργιόπουλος, Χαράλαμπος Χ.	el
dc.contributor.author	Χλούπης, Γεώργιος Π.	el
dc.date.accessioned	2015-05-16T11:51:44Z
dc.date.issued	2015-05-16
dc.identifier.uri	http://hdl.handle.net/11400/10519
dc.rights	Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	*
dc.source	http://ieeexplore.ieee.org/	en
dc.subject	Adaptive Soft-Sensors
dc.subject	Fuzzy Means
dc.subject	Nondestructive testing
dc.subject	Pressure Stimulated Currents
dc.subject	Radial basis functions
dc.subject	Προσαρμοζόμενοι Μαλακοί-Αισθητήρες
dc.subject	Ασαφής μέσα
dc.subject	Μη καταστροφικές δοκιμές
dc.subject	Ρεύματα που ενεργοποιούνται με την πίεση
dc.subject	Συνάρτηση ακτινικής βάσης
dc.title	An adaptive soft-sensor for non-destructive cement-based material testing, through the use of RBF networks	en
heal.type	conferenceItem
heal.classification	Technology
heal.classification	Electrical engineering
heal.classification	Τεχνολογία
heal.classification	Ηλεκτρολογία Μηχανολογία
heal.classificationURI	http://id.loc.gov/authorities/subjects/sh85133147
heal.classificationURI	http://zbw.eu/stw/descriptor/18426-4
heal.classificationURI	N/A-Τεχνολογία
heal.classificationURI	N/A-Ηλεκτρολογία Μηχανολογία
heal.keywordURI	http://id.loc.gov/authorities/subjects/sh85092221
heal.keywordURI	http://id.loc.gov/authorities/subjects/sh2002004691
heal.contributorName	Σταύρακας, Ηλίας	el
heal.contributorName	Νίνος, Κωνσταντίνος Δ.	el
heal.identifier.secondary	DOI: 10.1109/EAIS.2012.6232804
heal.dateAvailable	10000-01-01
heal.language	en
heal.access	forever
heal.publicationDate	2012
heal.bibliographicCitation	Alexandridis, A.P., Triantis, D.A., Chondrodima, E., Stergiopoulos, C.C., Hloupis, G.P., et al. (2012) An adaptive soft-sensor for non-destructive cement-based material testing, through the use of RBF networks, In: Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2012. Madrid, Spain. 17-18 May, 2012. [Online]. p. 51-56. Available from: http://ieeexplore.ieee.org/	en
heal.abstract	This paper presents the development of a soft-sensor receiving as inputs Pressure Stimulated Current (PSC) characteristics in order to predict a critical mechanical property of cement-based materials, in a non-destructive manner. The soft-sensor is based on a Radial Basis Function (RBF) network that starts with an empty hidden layer and evolves its structure and synaptic weights as new data become available. Results have shown that the proposed approach can be used successfully to evolve a predictive tool based on input-output data, whereas it is superior compared to other adaptive modeling techniques.	en
heal.publisher	IEEE	en
heal.fullTextAvailability	false
heal.conferenceName	2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2012	en
heal.conferenceItemType	poster