Quasi-quantitative infrared thermographic detection of moisture variation in facades with adhered ceramic cladding using principal component analysis


Edis E. , Flores-Colen I., de Brito J.

BUILDING AND ENVIRONMENT, cilt.94, ss.97-108, 2015 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 94
  • Basım Tarihi: 2015
  • Doi Numarası: 10.1016/j.buildenv.2015.07.027
  • Dergi Adı: BUILDING AND ENVIRONMENT
  • Sayfa Sayıları: ss.97-108

Özet

High moisture content is a common problem of adhered glazed ceramic cladding. It leads to further problems such as biological growth, delamination and efflorescence. Increased moisture also affects users' indoor comfort and more energy is needed for heating due to higher thermal conductivity. Therefore, it is useful to detect it before visible signs occur and this is possible with infrared thermography. A quasi-quantitative approach based on time-dependent infrared thermographic inspection and thermogram analysis by quantitative methods was tested in an adhered ceramic facade where rising damp had already been identified. Simple image subtraction (SIS), nonnegative matrix factorization (NMF) and principal component analysis (PCA) were the quantitative methods tested for the analysis of thermograms. Hammer-tapping control and surface moisture measurements were the auxiliary techniques used to assess the results. Comparative assessments showed that the quasi-quantitative approach using PCA has great potential to detect changes in moisture and also to eliminate false indications caused by unavoidable reflection and shading. The results obtained by SIS and NMF on the other hand, had limited performance in showing areas with high moisture content. (C) 2015 Elsevier Ltd. All rights reserved.