Grab vs. composite sampling of particulate materials with significant spatial heterogeneity-A simulation study of "correct sampling errors"

Analytica Chimica Acta

Volumn 653, Issue 1, 2009, Pages 59-70

  Minkkinen, Pentti O ^a   Esbensen, Kim H ^a  

^a AALBORG UNIVERSITY   (Denmark)

Author keywords

Material heterogeneity; Process sampling; Sampling process; Sampling uncertainty; Simulation; Theory of Sampling (TOS)

Indexed keywords

MATERIAL HETEROGENEITY; PROCESS SAMPLING; SAMPLING PROCESS; SIMULATION; THEORY OF SAMPLING (TOS);

CORE DRILLING; ERRORS; INDUSTRIAL RAILROADS; MATERIALS;

SAMPLING;

ARTICLE; BUILDING MATERIAL; CONTROLLED STUDY; INDUSTRIAL PRODUCTION; INTERMETHOD COMPARISON; PRIORITY JOURNAL; RAILWAY; SAMPLING ERROR; SIMULATION; TRANSGENIC ORGANISM;

EID: 70349565397     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2009.08.039     Document Type: Article

References (22)

1. Gy P.M. Sampling for Analytical Purposes (1998), John Wiley & Sons Ltd, Chichester
2. Gy P.M. Sampling of Heterogeneous and Dynamic Material Systems, Theories of Heterogeneity, Sampling and Homogenizing (1992), Elsevier, Amsterdam
3. P.M. Gy Tutorials on sampling: Theory and Practice, in K.H. Esbensen, P. Minkkinen (Eds.), Special issue: 50 years of Pierre Gy's Theory of Sampling, Proceedings of the First World Conference on Sampling and Blending (WCSB1), Chemom. Intell. Lab. Syst., 74 (2004) 7-47.
4. Pitard F.F. Pierre Gy's Sampling Theory and Sampling Practice. 2nd Ed. (1993), CRC Press, Boca Raton
5. Petersen L., Minkkinen P., and Esbensen K. Chemom. Intell. Lab. Syst. 77 (2005) 261-277
6. Minkkinen P. Chemom. Intell. Lab. Syst. 74 (2004) 85-94
7. Petersen L.J., Dahl C., and Esbensen K.H. Chemom. Intell. Lab. Syst. 74 (2004) 95-114
8. Minkkinen P. Weighting error - is it significant in process analysis?. In: Costa J.F., and Koppe J. (Eds). WCBS3, Third World Conference on Sampling and Blending. 22-25 October, 2007, Porto Alegre, Brazil, Conference Proceedings, Publication Series Fundacão Luis Englert No. 1/2007 (2007) pp.59-68
9. Esbensen K.H., and Heydorn K. Chemom. Intell. Lab. Syst. 74 (2004) 115-120
10. Heikka R., and Minkkinen P. Anal. Chim. Acta 346 (1997) 277-283
11. Heikka R., and Minkkinen P. Pap. Puu - Pap. Tim. 75 (1993) 592-599
12. Minkkinen P., and Paakkunainen M. Proceedings of the Second World Conference on Sampling and Blending. 10-12 May 2005, Sunshine Coast, Australia, AusIMM (2005) pp.39-44
13. Ingamells C.O., and Switzer P. Talanta 20 (1973) 547-568
14. K.H. Esbensen,. C. Paoletti, P .Minkkinen, Representative Sampling of Large Kernel Lots (GMO, contaminants, trace constituents): Variographic Analysis and Estimation of Total Measurement Uncertainty, TrAC. (submitted for publication).
15. F.F. Pitard, (2009) Pierre Gy's Theory of Sampling and C.O. Ingamell's Poisson Process Approach - Pathways to Representative Sampling and Appropriate Industrial Standards, Dr. Techn. Thesis, Aalborg University, campus Esbjerg, Denmark, June 2009.
16. de Zorzi P., Barbizzi S., Belli M., Barbina M., Fajgelj A., Jacimovic R., Jeran Z., Pati S.M.A., Petruzzelli G., Sansone U., and Van der Perk M. Chemosphere 70 (2008) 745-752
17. ISO 11648-1:2003 Statistical Aspects of Sampling Bulk Materials- Part 1: General Principles.
18. ISO 11648-2:2001 Statistical Aspects of Sampling Bulk Materials- Part 2: Sampling of Particulate Materials.
19. M.H. Ramsey S.L.R. Ellison (eds.), Eurachem/EUROLAB/CITAC/Nordtest/AMC Guide: Measurement uncertainty arising from sampling: a guide to methods and approaches, Eurachem, 2007.
20. Minkkinen P. Anal. Chim. Acta 196 (1987) 237
21. Minkkinen P. Chemom. Intell. Lab. Syst. 7 (1989) 189
22. K.H. Esbensen P.P. Mortensen. Process Sampling: Theory of Sampling - the missing link in Process Analytical Technologies (PAT). Chapter 3. in Bakeev, (Ed.) Process Analytical Technology (2 ed.). Wiley-Blackwell, 2009.