Kalman filtration of radiation monitoring data from atmospheric dispersion of radioactive materials

Radiation Protection Dosimetry

Volumn 111, Issue 3, 2004, Pages 257-269

  Drews, Martin ^a   Lauritzen, Bent ^a   Madsen, Henrick ^a   Smith, Jim Q ^b  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^b UNIVERSITY OF WARWICK   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

RADIOACTIVE MATERIAL;

ANALYTIC METHOD; ARTICLE; ATMOSPHERIC DISPERSION; CALCULATION; DOSIMETRY; ENERGY ABSORPTION; ENVIRONMENTAL EXPOSURE; ENVIRONMENTAL MONITORING; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; PROBABILITY; RADIATION EXPOSURE; RADIATION MONITORING; STATISTICAL ANALYSIS; STATISTICAL SIGNIFICANCE;

EID: 7944225651     PISSN: 01448420     EISSN: None     Source Type: Journal    
DOI: 10.1093/rpd/nch339     Document Type: Article

References (22)

1. Shumway, R. H. Applied Statistical Time Series Analysis Prentice-Hall, London (1988), ISBN 0-13-0411500-6.
2. Kalman, R. E. A new approach to linear filtering and prediction problems. Trans. ASME J. Basic Eng. 82(Series D), 35-45 (1960).
3. Grewal, M. S. and Andrews, A. P. Kalman Filtering, Theory and Practice. Prentice Hall, NJ (1993), ISBN 0-13-2111335-X.
4. Hanna, S. R., Briggs, G.A. and Hosker, R. P., Jr. Handbook on atmospheric diffusion. Technical Information Center, U.S. Deptartment of Energy (1982).
5. Ljung, L. and Söderström, T. Theory and Practice of Recursive Identification. MIT Press, Cambridge, MA (1983).
6. Drews, M., Aage, H. K., Bargholz, K., Jørgensen, H., Korsbech, U., Lauritzen, B., Mikkelsen, T., Rojas-Palma, C. and Van Ammel, R. Measurements of plume geometry and argon-41 radiation field at the BR1 reactor in Mol, Belgium. NKS-55 (2002).
7. Jazwinsky, A. Stochastic Processes and Filtering Theory Academic Press, New York (1970).
8. Nielsen, J. N., Madsen, H. and Young, P. C. Parameter estimation in stochastic differential equations; an overview. Ann. Rev. Control, 24, 83-94 (2000).
9. Kristensen, N. R., Madsen, H. and Jørgensen, S. B. Parameter estimation in stochastic grey-box models. Automatica 40 225-237 (2004).
10. Madsen, H. and Holst, J. Modelling non-linear and non-stationary time series. Lecture notes, Informatics and Mathematic Modelling, Technical University of Denmark (2000).
11. Nielsen, J. N., Madsen, H. and Melgaard, H. Estimating parameters in discretely, partially observed stochastic differential equations. Report, Informatics and Mathematic Modelling, Technical University of Denmark (2000).
12. Goodwin, G. and Payne, R. Dynamic System Identification. Experiment Design and Data Analysis. Academic Press, New York (1977).
13. Pawitan, Y. In All Likelihood. Statistical Modelling and Inference Using Likelihood. Clarendon Press, Oxford (2001).
14. Continuous Time Stochastic Modelling (CSTM) tool. Available on www.imm.dtu.dk/ctsm.
15. Madsen, K. and Tingleff, O. Robust subroutines for non-linear optimization. Report NI-90-06, Technical University of Denmark (1990).
16. Seinfeld, J. H. Atmospheric Chemistry and Physics of Air Pollution. John Wiley & Sons (1986).
17. Gifford, F. A. Turbulent diffusion typing schemes: a review. Nucl. Safety 17, 25 (1976).
18. Davidson, G. A. A modfied power law representation of the Pasquill-Gifford dispersion coefficients. J. Air Waste Manag. Assoc. 40, 1146-1147 (1990).
19. Gorshkov, V. E., Karmazin, I. P. and Tarasov, V. I. Reduced integral solutions for gamma absorbed dose from Gaussian plume Health Phys. 69(2), 210-218 (1995).
20. Bultynck, H. and Malet, L. Evaluation of atmospheric dilution factors for effluents diffused from an elevated continuous source. TELLUS 24, 455-472 (1972).
21. Drews, M. and Lauritzen, B. Gaussian plume model analysis of atmospheric dispersion measurements of radioactive releases from the BR1 research reactor in Mol, Belgium. In: Radiation Protection in the 2000s - Theory and Practice, Nordic Society for Radiation Protection, Proceedings of XIII ordinary meeting, Turku/Åbo, Finland, August 2002 (Paile, W. Ed.) pp. 418-423 (2003).
22. Lauritzen, B., Aage, H. K., Astrup, P., Bargholz, K., Drews, M., Jørgensen, H., Korsbech, U., Mikkelsen, T., Rojas-Palma, C., Thykier-Nielsen, S. and Van Ammel, R. Atmospheric dispresion of radioactive releases from a nuclear research reactor: measurements and modelling of plume geometry and gamma radiation field. In: Proceedings of the 8th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Sofia, Bulgaria. Batchvarova, E. and Syrakov, D., Eds. (2002).