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Mathematical modelling of fused deposition modeling (FDM) 3D printing of poly vinyl alcohol parts through statistical design of experiments approach

Moradi, Mahmoud (författare)
Faculty of Arts, Science and Technology, University of Northampton, Northampton, United Kingdom,Faculty of Arts, Science and Technology, University of Northampton, Northampton NN1 5PH, UK
Karamimoghadam, Mojtaba (författare)
Department of Mechanics, Mathematics and Management, Polytechnic University of Bari, Via Orabona 4, 70125 Bari, Italy
Meiabadi, Saleh (författare)
Department of Mechanical Engineering, École de Technologie Supérieure, 1100 Notre-Dame West, Montreal, QC H3C 1K3, Canada
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Casalino, Giuseppe (författare)
Department of Mechanics, Mathematics and Management, Polytechnic University of Bari, Via Orabona 4, 70125 Bari, Italy
Ghaleeh, Mohammad (författare)
Faculty of Arts, Science and Technology, University of Northampton, Northampton, United Kingdom,Faculty of Arts, Science and Technology, University of Northampton, Northampton NN1 5PH, UK
Baby, Bobymon (författare)
Faculty of Arts, Science and Technology, University of Northampton, Northampton, United Kingdom,Faculty of Arts, Science and Technology, University of Northampton, Northampton NN1 5PH, UK
Ganapathi, Harikrishna (författare)
Faculty of Arts, Science and Technology, University of Northampton, Northampton, United Kingdom,Faculty of Arts, Science and Technology, University of Northampton, Northampton NN1 5PH, UK
Jose, Jomal (författare)
Faculty of Arts, Science and Technology, University of Northampton, Northampton, United Kingdom,Faculty of Arts, Science and Technology, University of Northampton, Northampton NN1 5PH, UK
Abdulla, Muhammed Shahzad (författare)
Faculty of Arts, Science and Technology, University of Northampton, Northampton, United Kingdom,Faculty of Arts, Science and Technology, University of Northampton, Northampton NN1 5PH, UK
Tallon, Paul (författare)
Faculty of Arts, Science and Technology, University of Northampton, Northampton, United Kingdom,Faculty of Arts, Science and Technology, University of Northampton, Northampton NN1 5PH, UK
Shamsborhan, Mahmoud (författare)
Department of Mechanical Engineering, University of Zakho, Dahouk 42001, Iraq
Rezayat, Mohammad (författare)
Center for Structural Integrity, Micromechanics, and Reliability of Materials (CIEFMA)-Department of Materials Science and Engineering, Universitat Politècnica de Catalunya-BarcelonaTECH, 08019 Barcelona, Spain
Paul, Satyam (författare)
Gas Turbine and Transmissions Research Centre, University of Nottingham, Northampton, United Kingdom,Gas Turbine and Transmissions Research Centre, University of Nottingham, Northampton NN1 5PH, UK
Khodadad, Davood, 1985- (författare)
Umeå universitet,Institutionen för tillämpad fysik och elektronik,Department of Applied Physics and Electronics, Umeå Universitet, 90187 Umeå, Sweden
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 (creator_code:org_t)
MDPI, 2023
2023
Engelska.
Ingår i: Mathematics. - : MDPI. - 2227-7390. ; 11:13
Relaterad länk:
https://doi.org/10.3...
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https://umu.diva-por... (primary) (Raw object)
https://urn.kb.se/re...
https://doi.org/10.3...
https://urn.kb.se/re...
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  • Tidskriftsartikel (refereegranskat)
Abstract Ämnesord
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  • This paper explores the 3D printing of poly vinyl alcohol (PVA) using the fused deposition modeling (FDM) process by conducting statistical modeling and optimization. This study focuses on varying the infill percentage (10–50%) and patterns (Cubic, Gyroid, tri-hexagon and triangle, Grid) as input parameters for the response surface methodology (DOE) while measuring modulus, elongation at break, and weight as experimental responses. To determine the optimal parameters, a regression equation analysis was conducted to identify the most significant parameters. The results indicate that both input parameters significantly impact the output responses. The Design Expert software was utilized to create surface and residual plots, and the interaction between the two input parameters shows that increasing the infill percentage (IP) leads to printing heavier samples, while the patterns do not affect the weight of the parts due to close printing structures. On the contrary, the discrepancy between the predicted and actual responses for the optimal samples is below 15%. This level of error is deemed acceptable for the DOE experiments.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Materialteknik -- Bearbetnings-, yt- och fogningsteknik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Materials Engineering -- Manufacturing, Surface and Joining Technology (hsv//eng)
TEKNIK OCH TEKNOLOGIER  -- Maskinteknik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Mechanical Engineering (hsv//eng)

Nyckelord

3D printing
additive manufacturing
fused deposition modeling
infill percentage
optimization

Publikations- och innehållstyp

ref (ämneskategori)
art (ämneskategori)

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