Using Short-wave Infrared Range Spectrometry Data to Determine Brick Characteristics

TitleUsing Short-wave Infrared Range Spectrometry Data to Determine Brick Characteristics
Publication TypeJournal Article
Year of Publication2018
AuthorsLaefer, D., Z. Zahiri, and A. Gowen
JournalINTERNATIONAL JOURNAL OF ARCHITECTURAL HERITAGE
Date Published8/2018
ISSN1558-3058
Abstract

Characterizing material strength in-situ for existing structures poses a major problem for a range
of civil engineering applications including structural modelling for tunnelling-vulnerability assessment
and pre-earthquake resiliency evaluation, especially for unreinforced masonry buildings.
Present methods require expensive testing equipment often requiring access to the structure and
possible destruction of historic material. This article introduces spectrometry as a non-destructive
means for identifying different brick clays and their firing levels, both of which influence the
masonry’s mechanical behavior. The experiments herein considered bricks of 2 clay groups (red
and yellow) fired at 3 kiln temperatures (700ºC, 950ºC, 1,060ºC). Samples were examined via
spectrometry within the short-wave infrared range (1,300–2,200 nm). A Partial Least Square
Discriminant Analysis (PLSDA) model was calibrated using 96 samples and tested on a set of 48
samples, resulting in a 98% success rate in classification of the two clay types and a 100% success
rate for classification among the 3 firing levels. The ability of the PLSDA model to reliably
distinguish well-fired bricks from other samples, irrespective of raw material configuration,
shows the potential to use this approach as a new, non-destructive means for in-situ assessment
of brick for architectural conservation, as well as for safety and serviceability assessments.

URLhttps://doi.org/10.1080/15583058.2018.1503362
DOI10.1080/15583058.2018.1503362
Research area: