Assessment of the Quality and Mechanical Parameters of Castings Using Machine Learning Methods

Assessment of the Quality and Mechanical Parameters of Castings Using Machine Learning Methods

The aim of the work is to investigate the effectiveness of selected classification algorithms and their extensions in assessing microstructure of castings. Experiments were carried out in which the prepared algorithms and machine learning methods were tested in various conditions and configurations,...

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Bibliographic Details
Main Authors: Krzysztof Jaśkowiec, Dorota Wilk-Kołodziejczyk, Śnieżyński Bartłomiej, Witor Reczek, Adam Bitka, Marcin Małysza, Maciej Doroszewski, Zenon Pirowski, Łukasz Boroń
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Materials
Subjects:
metal castings
mechanical parameters
application of machine learning methods
Online Access:https://www.mdpi.com/1996-1944/15/8/2884

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https://www.mdpi.com/1996-1944/15/8/2884

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