Statistical methods

Comparing deterministic and statistical approaches for predicting “short can” defects in aluminium beverage can production

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Comparing deterministic and statistical approaches for predicting “short can” defects in aluminium beverage can production Wojciech Baran1, Krzysztof Regulski2, Sławomir Kąc2, Andrij Milenin2 1 CanPack S.A., Business Support Service, 32-800 Brzesko, Poland. 2 AGH University of Krakow, Faculty of Metals Engineering and Industrial Computer Science, 30-059 Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2023.2.0812 Abstract: In the production of … Read more

Applicability of decision trees in manufacturing industry

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Applicability of decision trees in manufacturing industry Marcin Perzyk, Robert Biernacki, Artur Soroczyński Warsaw University of Technology, Institute of Materials Processing, Narbutta 85, 02-524 Warszawa. DOI: https://doi.org/10.7494/cmms.2008.2.0189 Abstract: In manufacturing companies large amounts of data are collected and stored, related to designs, products, equipment, materials, manufacturing processes etc. Utilization of that data for improvement of … Read more

Comparison of statistical and neural networks-based methods in analysis of significance and interaction of manufacturing processes parameters

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Comparison of statistical and neural networks-based methods in analysis of significance and interaction of manufacturing processes parameters Marcin Perzyk, Jacek Kozłowski Warsaw University of Technology. DOI: https://doi.org/10.7494/cmms.2006.2.0100 Abstract: Due to development of computer techniques, large amounts of data are collected and stored in many manufacturing companies, related to designs, products, equipment, materials, manufacturing processes etc. … Read more