Design and Fabrication of a Cost-Effective Izod Impact Testing Experimental Set-Up for Evaluation of 3D Printed Plastics By Statistical Analysis Performed in Python Environment.
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| Title: | Design and Fabrication of a Cost-Effective Izod Impact Testing Experimental Set-Up for Evaluation of 3D Printed Plastics By Statistical Analysis Performed in Python Environment. |
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| Authors: | Pereyra, I.1 (AUTHOR), Lugo-Uribe, L.E.2 (AUTHOR), González-López, M.A.1 (AUTHOR), Marín-Martínez, J.L.1 (AUTHOR), Dehonor-Gomez, M.2 (AUTHOR), de Oca-Ramírez, G.M.2 (AUTHOR), Mayen-Pereyra, J.3 (AUTHOR), Mayen, J.1 (AUTHOR) dr.jmayen@gmail.com |
| Source: | Experimental Techniques. Apr2026, Vol. 50 Issue 2, p319-339. 21p. |
| Subjects: | Impact testing, Three-dimensional printing, Experimental design, Finite element method, Data analysis |
| Abstract: | The research introduces a budget-friendly Izod impact testing system for plastic evaluation and analysis through Python. The system received validation through experiments which combined design of experiments with finite element method (FEM) simulations and statistical analysis. The research applied Python data analysis to study how 3D printing parameters, such as extrusion temperature, layer height, infill density, and geometry, affect absorbed energy and impact toughness. The Izod impact testing bench operates by converting gravitational potential energy into absorbed energy which can be measured by calculating the pendulum's initial and final heights. The HTML application, specifically designed for this purpose, analyzed the experimental measurements of impact toughness. The experimental results were analyzed through Python data analysis and FEM methodology to obtain impact test outcomes. The measured properties showed no change due to extrusion temperature, but the infill density, geometry, and layer height significantly affected printed components' energy absorption and impact toughness. The research findings confirm previous studies about how design and printing parameters influence plastic mechanical properties. The FEM analysis confirmed the experimental results which validated the developed impact testing setup for 3D printing optimization. [ABSTRACT FROM AUTHOR] |
| Copyright of Experimental Techniques is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
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| Header | DbId: egs DbLabel: Engineering Source An: 192482302 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Design and Fabrication of a Cost-Effective Izod Impact Testing Experimental Set-Up for Evaluation of 3D Printed Plastics By Statistical Analysis Performed in Python Environment. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Pereyra%2C+I%2E%22">Pereyra, I.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lugo-Uribe%2C+L%2EE%2E%22">Lugo-Uribe, L.E.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22González-López%2C+M%2EA%2E%22">González-López, M.A.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Marín-Martínez%2C+J%2EL%2E%22">Marín-Martínez, J.L.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Dehonor-Gomez%2C+M%2E%22">Dehonor-Gomez, M.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22de+Oca-Ramírez%2C+G%2EM%2E%22">de Oca-Ramírez, G.M.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mayen-Pereyra%2C+J%2E%22">Mayen-Pereyra, J.</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mayen%2C+J%2E%22">Mayen, J.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> dr.jmayen@gmail.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Experimental+Techniques%22">Experimental Techniques</searchLink>. Apr2026, Vol. 50 Issue 2, p319-339. 21p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Impact+testing%22">Impact testing</searchLink><br /><searchLink fieldCode="DE" term="%22Three-dimensional+printing%22">Three-dimensional printing</searchLink><br /><searchLink fieldCode="DE" term="%22Experimental+design%22">Experimental design</searchLink><br /><searchLink fieldCode="DE" term="%22Finite+element+method%22">Finite element method</searchLink><br /><searchLink fieldCode="DE" term="%22Data+analysis%22">Data analysis</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: The research introduces a budget-friendly Izod impact testing system for plastic evaluation and analysis through Python. The system received validation through experiments which combined design of experiments with finite element method (FEM) simulations and statistical analysis. The research applied Python data analysis to study how 3D printing parameters, such as extrusion temperature, layer height, infill density, and geometry, affect absorbed energy and impact toughness. The Izod impact testing bench operates by converting gravitational potential energy into absorbed energy which can be measured by calculating the pendulum's initial and final heights. The HTML application, specifically designed for this purpose, analyzed the experimental measurements of impact toughness. The experimental results were analyzed through Python data analysis and FEM methodology to obtain impact test outcomes. The measured properties showed no change due to extrusion temperature, but the infill density, geometry, and layer height significantly affected printed components' energy absorption and impact toughness. The research findings confirm previous studies about how design and printing parameters influence plastic mechanical properties. The FEM analysis confirmed the experimental results which validated the developed impact testing setup for 3D printing optimization. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Experimental Techniques is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s40799-025-00812-6 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 21 StartPage: 319 Subjects: – SubjectFull: Impact testing Type: general – SubjectFull: Three-dimensional printing Type: general – SubjectFull: Experimental design Type: general – SubjectFull: Finite element method Type: general – SubjectFull: Data analysis Type: general Titles: – TitleFull: Design and Fabrication of a Cost-Effective Izod Impact Testing Experimental Set-Up for Evaluation of 3D Printed Plastics By Statistical Analysis Performed in Python Environment. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Pereyra, I. – PersonEntity: Name: NameFull: Lugo-Uribe, L.E. – PersonEntity: Name: NameFull: González-López, M.A. – PersonEntity: Name: NameFull: Marín-Martínez, J.L. – PersonEntity: Name: NameFull: Dehonor-Gomez, M. – PersonEntity: Name: NameFull: de Oca-Ramírez, G.M. – PersonEntity: Name: NameFull: Mayen-Pereyra, J. – PersonEntity: Name: NameFull: Mayen, J. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: Apr2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 07328818 Numbering: – Type: volume Value: 50 – Type: issue Value: 2 Titles: – TitleFull: Experimental Techniques Type: main |
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