Mostrar el registro sencillo del ítem
A new predictive neural architecture for solving temperature inverse problems in microwave-assisted drying processes
dc.contributor.author | Pedreño Molina, Juan Luis | |
dc.contributor.author | Monzó Cabrera, Juan | |
dc.contributor.author | Sánchez Hernández, David Agapito | |
dc.date.accessioned | 2010-12-14T13:42:04Z | |
dc.date.available | 2010-12-14T13:42:04Z | |
dc.date.issued | 2004-03 | |
dc.identifier.citation | PEDREÑO MOLINA, J.L., MONZÓ CABRERA, J., SÁNCHEZ HERNÁNDEZ, D. A new predictive neural architecture for solving temperature inverse problems in microwave-assisted drying processes. Neurocomputing, vol. 64 : 521-528, 2004. ISSN 0925-2312 | en_US |
dc.description.abstract | In this paper, a novel learning architecture based on neural networks is used for temperature inverse modeling in microwave-assisted drying processes. The proposed design combines the accuracy of the radial basis functions (RBF) and the algebraic capabilities of the matrix polynomial structures by using a two-level structure. This architecture is trained by temperature curves, TcðtÞ; previously generated by a validated drying model. The interconnection of the learning-based networks has enabled the finding of electric field (E) optimal values which provide the TcðtÞ curve that best fits a desired temperature target in a specific time slot | en_US |
dc.format | application/pdf | |
dc.language.iso | eng | en_US |
dc.publisher | Elsevier | en_US |
dc.rights | Atribución-NoComercial-SinDerivadas 3.0 España | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ | * |
dc.title | A new predictive neural architecture for solving temperature inverse problems in microwave-assisted drying processes | en_US |
dc.type | info:eu-repo/semantics/article | en_US |
dc.subject.other | Teoría de la Señal y las Comunicaciones | en_US |
dc.subject | Learning-based predictive system | en_US |
dc.subject | Electric field estimation | en_US |
dc.subject | Neural network modeling | en_US |
dc.subject | Microwave-assisted drying applications | en_US |
dc.subject | Inverse problem | en_US |
dc.identifier.uri | http://hdl.handle.net/10317/1476 | |
dc.peerreview | Sí | en_US |
dc.contributor.investgroup | Electromagnetismo y Materia | en_US |
dc.rights.accessRights | info:eu-repo/semantics/openAccess |
Ficheros en el ítem
Este ítem aparece en la(s) siguiente(s) colección(ones)
-
Artículos [1732]
Redes sociales