Av. Golubenkov et Rv. Borodin, AN OPTIMIZATION TECHNOLOGY FOR MORE PRECISE DETERMINATION OF A SOURCEFOR MODELING RADIOACTIVE RELEASES TO THE ATMOSPHERE, Radiation protection dosimetry, 50(2-4), 1993, pp. 311-315
Citations number
NO
Categorie Soggetti
Radiology,Nuclear Medicine & Medical Imaging","Nuclear Sciences & Tecnology
This paper deals with refining meteorological parameters and source te
rm characteristics required for models of atmospheric dispersion and d
eposition of radioactivity in the area adjacent to facilities affected
by a nuclear accident. The proposed methodology involves the minimisa
tion of an objective function that is the sum of weighted norms of dev
iations between measured and model values. The measured values arc spa
tially interpolated and the weights determined by the type of measurem
ent and the precision of interpolation. It is demonstrated that the mi
nimisation process can be improved if the extremum of the partial deri
vative of the objective is first located. Consideration is given to a
technique of initial approximation based on calculating regression fun
ctions for the parameters to be refined using measured radioactivity.
Coefficients for these functions are calculated by analysis of a multi
tude of simulated situations. The minimisation process is adjusted to
the given model and objective function. Also discussed is a heuristic
method, using multiple random perturbations on the data. for assessing
the validity of the solution. Based on these calculations confidence
intervals are determined for the refined model parameters.