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- W2058169628 abstract "A method for automatic classification of the shape of graphite particles in cast iron is proposed. In a typical supervised classification procedure, the standard charts from the ISO-945 standard are used as a training and validation population. Several shape and size parameters are described and used as discriminants. A new parameter, the average internal angle, is proposed and is shown to be relevant for accurate classification. The ideal parameter sets are determined, leading to validation success rates above 90%. The classifier is then applied to real cast iron samples and provides results that are consistent with visual examination. The method provides classification results per particle , different from the traditional per field chart comparison methods. The full procedure can run automatically without user interference." @default.
- W2058169628 created "2016-06-24" @default.
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- W2058169628 date "2005-07-07" @default.
- W2058169628 modified "2023-09-24" @default.
- W2058169628 title "Automatic Classification of Graphite in Cast Iron" @default.
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- W2058169628 doi "https://doi.org/10.1017/s1431927605050415" @default.
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