Nukleonika · 2005 · 20 citations · 1 references
Materials ScienceEngineeringArtificial Neural NetworksDiffusion ResistanceCorrosionMechanical EngineeringDiffusion ProcessChromium-manganese SteelsFe DiffusionChromium 51Metallurgical ProcessMetallurgical InteractionHigh Strength Low Alloy SteelSimultaneous MeasurementMineral ProcessingMicrostructureMultitracer Method
The paper presents an application of multitracer method to diffusion measurement in Cr-Mn steels. Radioisotope tracers of chromium 51 Cr, manganese 54 Mn and iron 59 Fe were used simultaneously in the diffusion process. Measurements of gamma-ray spectra and the proper analysis enabled evaluation of concentration distribution for each tracer. As a new tool, artificial neural networks (ANN) method was used for analysis of spectra. The proper solution of the diffusion model was applied to the experimental tracers' distribution data and diffusion coefficients were determined.
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