Revealing hidden spectral information of chlorine and sulfur in data of a mobile Laser-induced Breakdown Spectroscopy system using chemometrics
Creators
Description
For the damage assessment of reinforced concrete structures the quantified ingress profiles of harmful species like chlorides, sulfates and alkali need to be determined. In order to provide on-site analysis of concrete a fast and reliable method is necessary. Low transition probabilities as well as the high ionization energies for chlorine and sulfur in the near-infrared range makes the detection of Cl I and S I in low concentrations a difficult task. For the on-site analysis a mobile LIBS-system (λ = 1064 nm, Epulse ≤ 3 mJ, τ = 1.5 ns) with an automated scanner has been developed at BAM. Weak chlorine and sulfur signal intensities do not allow classical univariate analysis for process data derived from the mobile system. In order to improve the analytical performance multivariate analysis like PLS-R will be presented in this work. A comparison to standard univariate analysis will be carried out and results covering important parameters like detection and quantification limits (LOD, LOQ) as well as processing variances will be discussed (Allegrini and Olivieri, 2014 [1]; Ostra et al., 2008 [2]). It will be shown that for the first time a low cost mobile system is capable of providing reproducible chlorine and sulfur analysis on concrete by using a low sensitive system in combination with multivariate evaluation. - Highlights: • Performance of univariate (SBR) and multivariate (PLS) approaches has been compared. • Multivariate evaluation allows the quantification of chlorine and sulfur in building materials. • Limit of quantification for chlorine in concrete is about 0.1 wt%.
Availability note (English)
Available from http://dx.doi.org/10.1016/j.sab.2017.04.001Additional details
Identifiers
- DOI
- 10.1016/j.sab.2017.04.001;
- PII
- S0584-8547(16)30248-8;
Publishing Information
- Journal Title
- Spectrochimica Acta. Part B, Atomic Spectroscopy
- Journal Volume
- 132
- Journal Page Range
- p. 43-49
- ISSN
- 0584-8547
- CODEN
- SAASBH
INIS
- Country of Publication
- Netherlands
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 49106482
- Subject category
- S37: INORGANIC, ORGANIC, PHYSICAL AND ANALYTICAL CHEMISTRY;
- Descriptors DEI
- CHLORIDES; CHLORINE; COMPARATIVE EVALUATIONS; LASER SPECTROSCOPY; MULTIVARIATE ANALYSIS; REINFORCED CONCRETE; SULFATES; SULFUR
- Descriptors DEC
- BUILDING MATERIALS; CHLORINE COMPOUNDS; COMPOSITE MATERIALS; CONCRETES; ELEMENTS; EVALUATION; HALIDES; HALOGEN COMPOUNDS; HALOGENS; MATERIALS; MATHEMATICS; NONMETALS; OXYGEN COMPOUNDS; REINFORCED MATERIALS; SPECTROSCOPY; STATISTICS; SULFUR COMPOUNDS
Optional Information
- Copyright
- Copyright (c) 2017 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.