Multi-element analysis of iron ore pellets by Laser-induced Breakdown Spectroscopy and Principal Components Regression

Spectrochimica Acta - Part B Atomic Spectroscopy

Volumn 63, Issue 7, 2008, Pages 763-769

  Death, D L ^a   Cunningham, A P ^a   Pollard, L J ^a  

^a CSIRO   (Australia)

Author keywords

Iron ore; Laser induced Breakdown Spectroscopy; Principal components analysis; Principal Components Regression

Indexed keywords

ALKALI METALS; ALUMINUM; ALUMINUM METALLOGRAPHY; CALIBRATION; CLEANING; COSMIC RAYS; FOOD PROCESSING; IRON; IRON ANALYSIS; IRON ORE TREATMENT; IRON ORES; LASER DAMAGE; LASER SPECTROSCOPY; LASERS; LIGHT METALS; MANGANESE; MATHEMATICAL MODELS; MEASUREMENTS; METAL ANALYSIS; MINERALS; MOBILE TELECOMMUNICATION SYSTEMS; NONMETALS; ORE ANALYSIS; ORE PELLETS; ORE TREATMENT; ORES; PARTICLE SIZE; PELLETIZING; PHOSPHORUS; POTASSIUM; PRINCIPAL COMPONENT ANALYSIS; PULSED LASER DEPOSITION; SEMICONDUCTING ORGANIC COMPOUNDS; SILICON; SPECTROSCOPY; SPECTRUM ANALYSIS; STANDARDS; STRIPPING (DYES); STRUCTURE (COMPOSITION);

(100) SILICON; (8 HYDROXY QUINOLINE) ALUMINUM; (P ,P ,T) MEASUREMENTS; APPLIED (CO); CALIBRATION MODELS; COMPRESSED PELLETS; ELEMENTAL COMPOSITIONS; IN-SITU; LASER-INDUCED BREAKDOWN SPECTROSCOPY (LIBS); MULTI ELEMENT ANALYSES; ON-LINE DETERMINATION; ORE COMPOSITION; PCR ANALYSIS; PRINCIPAL COMPONENTS; REGRESSION (R2); RELATIVE STANDARD DEVIATION (R.S.D.); ROBUST CALIBRATION; SPECTRAL DATA; SPECTRAL REGIONS; TRACE COMPONENTS;

IRON ORE PELLETS;

EID: 46049105717     PISSN: 05848547     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sab.2008.04.014     Document Type: Article

References (31)

1. Yueh F.Y., Sharma R.C., Singh J.P., Zhang H.S., and Spencer W.A. Evaluation of the potential of Laser-induced Breakdown Spectroscopy for detection of trace element in liquid. Air Waste 52 (2002) 1307-1315
2. Martin M.Z., Cheng M.D., and Martin R.C. Aerosol measurement by Laser-induced Plasma Technique: a review. Aerosol Sci. Tech. 31 (1999) 409-421
3. Kim T., Sung H., and Kim K. Laser application study on micro analysis of minerals and materials. Yongu Pogoso - Han'guk Chawon Yonguso KR-96(C)-26 (1997) 1-49
4. Rosenwasser S., Asimellis G., Bromley B., Hazlett R., Martin J., Pearce T., and Zigler A. Development of a method for automated quantitative analysis of ores using LIBS. Spectrochim. Acta Part B 56 (2001) 707-714
5. Mcmillan N.J., Harmon R.S., De Lucia F.C., and Miziolek A.M. Laser-induced Breakdown Spectroscopy analysis of minerals: carbonates and silicates. Spectrochim. Acta Part B 62 (2007) 1528-1536
6. Salle B., Lacour J.-L., Vors E., Fichet P., Maurice S., Cremers D.A., and Wiens R.C. Laser-induced Breakdown Spectroscopy for Mars surface analysis: capabilities at stand-off distances and detection of chlorine and sulfur elements. Spectrochim. Acta Part B 59 (2004) 1413-1422
7. Wiens R.C., Arvidson R.E., Cremers D.A., Ferris M.J., Blacic J.D., Seelos F.P., and Deal K.S. Combined remote mineralogical and elemental identification from rovers: field and laboratory tests using reflectance and Laser-induced Breakdown Spectroscopy - Art. No. 8004. J. Geophys. Res.-Planets 107 (2002) 8004
8. Grant K.J., Paul G.L., and O'Neill J.A. Quantitative elemental analysis of iron-ore by Laser-induced Breakdown Spectroscopy. Appl. Spectrosc. 45 (1991) 701-705
9. Grant K.J., Paul G.L., and O'Neill J.A. Time-resolved Laser-induced Breakdown Spectroscopy of iron-ore. Appl. Spectrosc. 44 (1990) 1711-1714
10. Sun Q., Tran M., Smith B.W., and Winefordner J.D. Determination of Mn and Si in iron ore by Laser-induced Plasma Spectroscopy. Anal. Chim. Acta 413 (2000) 187-195
11. Michaud D., Leclerc R., and Proulx. Influence of particle size and mineral phase in the analysis of iron ore slurries by Laser-induced Breakdown Spectroscopy. Spectrochim. Acta Part B 62 (2007) 1575-1581
12. Michaud D., Proulx E., Chartrand J.-G., and Barrette L. Shooting slurries with Laser-induced Breakdown Spectroscopy: sampling is the name of the game. Appl. Opt. 42 (2003) 6179-6183
13. Bolger J.A. Semi-quantitative Laser-induced Breakdown Spectroscopy for analysis of mineral drill core. Appl. Spectrosc. 54 (2000) 181-189
14. Chadwick B.L., and Body D. Development and commercial evaluation of Laser-induced Breakdown Spectroscopy chemical analysis technology in the coal power generation industry. Appl. Spectrosc. 56 (2002) 70-74
15. Yaroshchyk P., Morrison R.J.S., Body D., and Chadwick B.L. Dual beam spectrometer using Laser-induced Breakdown Spectroscopy. Rev. Sci. Instrum. 75 (2004) 5050-5052
16. Gaft M., Sapir-Sofer I., Modiano H., and Stana R. Laser induced Breakdown Spectroscopy for bulk minerals online analyses. Spectrochim. Acta Part B 62 (2007) 1496-1503
17. Body D., and Chadwick B.L. Optimization of the spectral data processing in a LIBS simultaneous elemental analysis system. Spectrochim. Acta Part B 56 (2001) 725-736
18. Gornushkin I.B., Anzano J.M., King L.A., Smith B.W., Omenetto N., and Winefordner J.D. Curve of growth methodology applied to Laser-induced Plasma Emission Spectroscopy. Spectrochim. Acta Part B 54 (1999) 491-503
19. Gornushkin I.B., Eagan P.E., Novikov A.B., Smith B.W., and Winefordner J.D. Automatic correction of continuum background in Laser-induced Breakdown and Raman Spectrometry. Appl. Spectrosc. 57 (2003) 197-207
20. Ciucci A., Corsi M., Palleschi V., Rastelli S., Salvetti A., and Tognoni E. New procedure for quantitative elemental analysis by Laser-induced Plasma Spectroscopy. Appl. Spectrosc. 53 (1999) 960-964
21. Bulajic D., Corsi M., Cristoforetti G., Legnaioli S., Palleschi V., Salvetti A., and Tognoni E. A procedure for correcting self-absorption in calibration Free-Laser induced Breakdown Spectroscopy. Spectrochim. Acta Part B 57 (2002) 339-353
22. Yaroshchyk P., Body D., Morrison R.J.S., and Chadwick B.L. A semi-quantitative standard-less analysis method for Laser-induced Breakdown Spectroscopy. Spectrochim. Acta Part B 61 (2006) 200-209
23. Xu L., Bulatov V., Gridin V.V., and Schechter I. Absolute analysis of particulate materials by Laser-induced Breakdown Spectroscopy. Anal. Chem. 69 (1997) 2103-2108
24. Fink H., Panne U., and Niessner R. Process analysis of recycled thermoplasts from consumer electronics by Laser-induced Plasma Spectroscopy. Anal. Chem. 74 (2002) 4334-4342
25. Wisbrun R., Schechter I., Niessner R., Schroder H., and Kompa K.L. Detector for trace elemental analysis of solid environmental samples by Laser Plasma Spectroscopy. Anal. Chem. (Washington) 66 (1994)
26. Martin M.Z., Labbe N., Rials T.G., and Wullschleger S.D. Analysis of preservative-treated wood by multivariate analysis of Laser-induced Breakdown Spectroscopy spectra. Spectrochim. Acta Part B 60 (2005) 1179
27. Martin M.Z., Labbé N., André N., Harris R., Ebinger M., Wullschleger S.D., and Vass A.A. High resolution applications of Laser-induced Breakdown Spectroscopy for environmental and forensic applications. Spectrochim. Acta Part B 62 (2007) 1426-1432
28. Bousquet B., Sirven J.B., and Canioni L. Towards quantitative Laser-induced Breakdown Spectroscopy analysis of soil samples. Spectrochim. Acta Part B 62 (2007) 1582-1589
29. Laville S., Sabsabi M., and Doucet F.R. Multi-elemental analysis of solidified mineral melt samples by Laser-induced Breakdown Spectroscopy coupled with a linear multivariate calibration. Spectrochim. Acta Part B 62 (2007) 1557-1566
30. Jørgensen B., and Goegebeur Y. ST02: Multivariate Data Analysis and Chemometrics (2007), University of Southern Denmark. http://statmaster.sdu.dk/courses/ST02 http://statmaster.sdu.dk/courses/ST02
31. Ralchenko Y., Jou F.-C., Kelleher D.E., Kramida A.E., Musgrove A., Reader J., Wiese W.L., and Olsen K. NIST Atomic Spectra Database (2007), National Institute of Standards and Technology, Gaithersburg, MD. http://physics.nist.gov/asd3 (version 3.1.1), [Online, 2007, March 19], http://physics.nist.gov/asd3