[HTML][HTML] Energy absorption of cast metal and composite foams tested in extremely low and high-temperatures

P Kaczyński, M Ptak, K Gawdzińska - Materials & Design, 2020 - Elsevier
This article presents a quasi-static and dynamic study of the energy absorption of aluminium
and composite foams by investigating four types of cast foams produced by different …

Investigating the material properties of nodular cast iron from a data mining perspective

C Fragassa - Metals, 2022 - mdpi.com
Cast iron is a very common and useful metal alloy, characterized by its high carbon content
(> 4%) in the allotropic state of graphite. The correct shape and distribution of graphite are …

A Self-Supervised Model Based on CutPaste-Mix for Ductile Cast Iron Pipe Surface Defect Classification

H Zhang, Q Sun, K Xu - Sensors, 2023 - mdpi.com
Online surface inspection systems have gradually found applications in industrial settings.
However, the manual effort required to sift through a vast amount of data to identify defect …

[HTML][HTML] Microstructure and soil wear resistance of a grey cast iron alloy reinforced with Ni and Cr laser coatings

M Paczkowska, J Selech - Materials, 2022 - mdpi.com
The goal of the presented investigation was to assess the impact of surface laser
modification with the implementation of nickel and chromium on the microstructure and …

Selection of an industrial robot for assembly jobs using multi-criteria decision making methods

M Suszyński, M Rogalewicz - Management and Production …, 2020 - yadda.icm.edu.pl
With Industry 4.0 in full swing, attempts are being made to replace human labour with
machines through the transformation of mechanised and automated production solutions …

Increasing the strength of materials by topological optimization methods

A Zdobytskyi, M Lobur, R Panchak… - 2021 IEEE 16th …, 2021 - ieeexplore.ieee.org
The paper presents the priority areas of development of additive production technologies, in
particular the methods of topological optimization and generative design to improve the …

Development of a model for detection and analysis of inclusions in tomographic images of iron castings using decision trees

D Wilk-Kołodziejczyk, A Nowotny, I Krzak, A Tchórz… - Scientific Reports, 2025 - nature.com
CT images of castings made of ductile iron were analyzed in the paper. On these images,
objects can be identified that can be considered as graphite precipitates or indicate the …

Data-driven model selection for compacted graphite iron microstructure prediction

G Gumienny, B Kacprzyk, B Mrzygłód, K Regulski - Coatings, 2022 - mdpi.com
Compacted graphite iron (CGI), having a specific graphite form with a large matrix contact
surface, is a unique casting material. This type of cast iron tends to favor direct ferritization …

Use of methods and technologies of additive production for optimization of parameters of designs

A Zdobytskyi, M Lobur, T Klymkovych… - IOP Conference …, 2021 - iopscience.iop.org
The article presents the existing methods of implementation of rapid prototyping
technologies in rapid production. It is performed using computer modeling programs with …

The Use of the XGBoost and Kriging Methods in the Prediction of the Microstructure of CGI Cast Iron

Ł Sztangret, I Olejarczyk-Wożeńska… - Archives of Foundry …, 2023 - yadda.icm.edu.pl
Abstract Compacted Graphite Iron (CGI) is a unique casting material characterized by its
graphite form and extensive matrix contact surface. This type of cast iron has a tendency …