Skip to main content
Log in

Statistical analysis of heavy metal data from municipal waste incineration residues

  • Research Articles
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Heavy Metal data from a measurement program at a municipal incinerator in Vienna, Austria are analysed. The experimental design had a nested structure, and analysis of variance is used to break down the total variability into several components; (1) variability between mean hourly concentrations, (2) variability between mean sample concentrations within intervals of an hour and (3) variability due to “measurement” errors. Results of a pre-experiment show, that if grab samples are taken, within hour variation is dominant. The results of analysis of variance were used to calculate an optimal number of samples, which ensure a predetermined accuracy for the mean concentrations. In two main measuring periods with different incinerated waste types, slag and fly ash (ESP dust and boiler ash) data are produced and analysed. For both slag and fly ash, significant differences in measures of location and dispersion between the data sets of the main experiment are found. This proves, that differences in the chemical set up of waste can be detected via incineration residues.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Agenend F.J., Trondt L. (1990), Bilanzierung bei der Müllverbrennung am Beispiel des Müllheizkraftwerkes Essen-Karnap, VGB Kraftwerkstechnik 1/90 p. 36–42

  • Bauer G. (1995), Die Stoffflußanalyse von Prozesses der Abfallwirtschaft unter Berücksichtigung der Unsicherheit, PhD Thesis (to be published), Technical University, Vienna

    Google Scholar 

  • Bergström J., Sundquist J. (1984), Emission control for municipal solid waste incineration in Sweden, EWPCA-ISWA, München

    Google Scholar 

  • Brunner P.H., Mönch H. (1986), The flux of metals through a municipal solid waste incinerator, Waste Manag. & Res.4, p. 105–119

    Article  CAS  Google Scholar 

  • Brunner P.H., Ernst W. (1986), Alternative Methods for the Analysis of Municipal Solid Wastes, Waste Manag. & Res.4, p. 147–160

    Article  CAS  Google Scholar 

  • Burdick R.K., Graybill F.A. (1992), Confidence Intervals on Variance Components, Statistics, textbooks and monographs, vol.127, New York

  • Dean R.B. (1987), Incineration of Municipal Waste, Academic Press, London

    Google Scholar 

  • Eawag (1982), Metallgehalte in der Kehrichtschlacke und Elektrofilterasche der Kehrichtverbrennungsanlage Biel, Projekt Nr. 30-4658

  • Holcome L. (1988), Relations of Sampling Design to Analytical Precision Estimates, In: Principles of Environmental Sampling, Ed. by Keith L.H., American Chemical Society, p. 395–408

  • Reinmann D.O. (1989), Heavy Metals in Domestic Refuse and their Distribution in Incinerator Residues, Waste Manag. & Res. 1, p. 57–62

    Google Scholar 

  • SAS/STAT (1990), User’s Guide, Version 6, Fourth Edition, Volume 2, Cary, NC SAS Institute Inc.

  • Schachermayer E., Bauer G., Ritter E., Brunner P.H. (1995), Messung der Güter und Stoffbilanz einer MVA, Monographien Bd. 56, UBA, Wien

    Google Scholar 

  • Schaeffer D.J., Kerster H.W., Janardan K.G. (1980), Grab Versus Composite Sampling: A Primer for the Manager und Engineer, Enviro. Manag. 4, 2, p. 157–163

    Article  CAS  Google Scholar 

  • Scheffe H. (1957), The Analysis of Variance, John Wiley & Sons, London

    Google Scholar 

  • Welch B.L. (1947), The Generalization of ‘Student’s’ problem, when Several Different Population Variances are involved, Biometrica, 34 p. 28–35

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bauer, G., Schachermayer, E. Statistical analysis of heavy metal data from municipal waste incineration residues. Environ. Sci. & Pollut. Res. 3, 10–16 (1996). https://doi.org/10.1007/BF02986804

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02986804

Key words

Navigation