Memorias de investigación
Ponencias en congresos:
Sand/Cement ratio evaluation on mortar using neural networks and ultrasonic transmission inspection doi:10.3728/ICUltrasonics.2007.Vienna.1532_molero
Año:2007

Áreas de investigación
  • Ingeniería de construcción

Datos
Descripción
The quality and degradation state of building materials can be determined by means of non-destructive testing (NDT). These materials are composed by a cementitious matrix and several aggregates, generally sand and gravel. Sand/cement ratio (s/c) provides the final material quality; however, the sand content can mask the matrix properties in a non-destructive measurement. This work presents an ultrasonic evaluation of the mortar sand content. This evaluation is carried out with several mortar probes which have been varied both, in the quality of the cementitious matrix, and in the s/c ratio. This ratio has been determined by the ultrasonic transmission inspection information with different transducers. Statistical principal component analysis (PCA) in order to reduce the dimension of the captured traces is applied. Feed-forward neural networks have been trained using a reduced PCA and the outputs of the network allow displaying a false color map that shows the mortar probes (s/c) distribution.
Internacional
Si
Nombre congreso
International Congress on Ultrasonics
Tipo de participación
960
Lugar del congreso
Viena, Austria
Revisores
Si
ISBN o ISSN
DOI
Fecha inicio congreso
09/04/2007
Fecha fin congreso
12/04/2007
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Esta actividad pertenece a memorias de investigación

Participantes
  • Autor: José Javier Anaya Velayos Instituto de Automática Industrial - CSIC
  • Autor: Miguel Molero Instituto de Automática Industrial - CSIC
  • Autor: Margarita González Hernández UPM
  • Autor: Miguel Angel García Izquierdo ETSI Telecomunicaciones - UPM
  • Autor: José Vicente Fuente AIDICO

Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Tecnología de la Construcción y Ciencia de los Materiales para la edificación y la obra Civil