DocumentCode :
2518008
Title :
NSDann, a LabVIEW Tool for Neutron Spectrometry and Dosimetry Based on the RDANN Methodology
Author :
Martinez-Blanco, M.R. ; Ortiz-Rodriguez, Jose M. ; Vega-Carrillo, H.R.
Author_Institution :
Estudios Nucl., Univ. Autonoma de Zacatecas, Zacatecas, Mexico
fYear :
2009
fDate :
22-25 Sept. 2009
Firstpage :
131
Lastpage :
136
Abstract :
Nowadays the ANN theory it is offering an alternative for those problems in which the traditional methods have not given very convincing or not very convenient results. The most successful applications in ANN are: planning, prediction, optimization and recently has been applied in the neutron spectrometry and dosimetry research area. The use of the ANN technology is a useful alternative to solve the neutron spectrometry and dosimetry problems, however, several drawbacks must be solved in order to simplify the use of these procedures. In the present work was developed under the LabVIEW programming environment, a computer tool based on AI technology. Starting from the extracted knowledge of an ANN designed by means of the Robust Design of Artificial Neural Networks methodology, which is capable to unfold neutron spectra and to simultaneously calculate 13 equivalent doses. The designed tool presents the following characteristics: was designed in a user´s graphic interface, it is easy to use, is not essential on the part of the user, to have knowledge of ANN neither of neutron spectrometry and dosimetry to operate the tool, the execution speed and performance of the program is high and, contrary to classical existent codes based on iterative algorithms, in the application developed in this work, is not required an initial guess spectrum to obtain the neutron spectra wanted. Finally, this tool needs as entrance data just the count rates coming from the BBS.
Keywords :
artificial intelligence; biology computing; dosimetry; graphical user interfaces; iterative methods; neural nets; neutron spectroscopy; AI technology; ANN technology; LabVIEW programming; LabVIEW tool; artificial neural networks methodology; computer tool; iterative algorithms; neutron dosimetry; neutron spectrometry; user graphic interface; Algorithm design and analysis; Artificial intelligence; Artificial neural networks; Dosimetry; Graphics; Iterative algorithms; Neutrons; Programming environments; Robustness; Spectroscopy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Robotics and Automotive Mechanics Conference, 2009. CERMA '09.
Conference_Location :
Cuernavaca, Morelos
Print_ISBN :
978-0-7695-3799-3
Type :
conf
DOI :
10.1109/CERMA.2009.68
Filename :
5341999
Link To Document :
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