A Neural Network Model for the Tomographic Analysis of Irradiated Nuclear Fuel Rods

作者: Teddy Craciunescu

DOI: 10.13182/NT04-A3488

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摘要: A tomographic method based on a multilayer feed-forward artificial neural network is proposed for the reconstruction of gamma-radioactive fission product distribution in irradiated nuclear fuel rods. The quality investigated as compared to conventional technique experimental results concerning Canada deuterium uranium reactor (CANDU)-type rod TRIGA reactor.

参考文章(10)
Staffan Jacobsson, Ane Håkansson, Peter Jansson, Anders Bäcklin, A Tomographic Method for Verification of the Integrity of Spent Nuclear Fuel Assemblies—II: Experimental Investigation Nuclear Technology. ,vol. 135, pp. 146- 153 ,(2001) , 10.13182/NT01-A3212
Richard Gordon, A tutorial on art (algebraic reconstruction techniques) IEEE Transactions on Nuclear Science. ,vol. 21, pp. 78- 93 ,(1974) , 10.1109/TNS.1974.6499238
Z Liang, T G Turkington, D R Gilland, R J Jaszczak, R E Coleman, Simultaneous compensation for attenuation, scatter and detector response for SPECT reconstruction in three dimensions Physics in Medicine and Biology. ,vol. 37, pp. 587- 603 ,(1992) , 10.1088/0031-9155/37/3/007
Robert T. Smith, Csaba K. Zoltani, George J. Klem, Monte W. Coleman, Reconstruction of tomographic images from sparse data sets by a new finite element maximum entropy approach. Applied Optics. ,vol. 30, pp. 573- 582 ,(1991) , 10.1364/AO.30.000573
J. Llacer, E. Veklerov, Feasible images and practical stopping rules for iterative algorithms in emission tomography IEEE Transactions on Medical Imaging. ,vol. 8, pp. 186- 193 ,(1989) , 10.1109/42.24867
Teddy Craciunescu, Carmen Niculae, Gheorghe Mateescu, Catrinel Turcanu, A comparison of four tomographic methods for nuclear fuel pin analysis Journal of Nuclear Materials. ,vol. 224, pp. 199- 206 ,(1995) , 10.1016/0022-3115(95)00084-4
L. A. Shepp, Y. Vardi, Maximum Likelihood Reconstruction for Emission Tomography IEEE Transactions on Medical Imaging. ,vol. 1, pp. 113- 122 ,(1982) , 10.1109/TMI.1982.4307558
S H Manglos, R J Jaszczak, C E Floyd, Maximum likelihood reconstruction for cone beam SPECT: development and initial tests. Physics in Medicine and Biology. ,vol. 34, pp. 1947- 1957 ,(1989) , 10.1088/0031-9155/34/12/018
Andreas Zell, Niels Mache, Ralf Hübner, Günter Mamier, Michael Vogt, Michael Schmalzl, Kai-Uwe Herrmann, SNNS (Stuttgart Neural Network Simulator) Springer, Boston, MA. pp. 165- 186 ,(1994) , 10.1007/978-1-4615-2736-7_9
David E. Rumelhart, James L. McClelland, , Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations Computational Models of Cognition and Perception. ,(1986) , 10.7551/MITPRESS/5236.001.0001