An overview of fused filament fabrication technology and the advancement in PLA-biocomposites

Samykano, Mahendran; Kumaresan, Rajan; Kananathan, Jeevendran; Kadirgama, Kumaran; Pandey, Adarsh Kumar

doi:10.1007/s00170-024-13394-1

Int J Adv Manuf Technol

2024

DOI: 10.1007/s00170-024-13394-1

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An overview of fused filament fabrication technology and the advancement in PLA-biocomposites

Mahendran Samykano,

Rajan Kumaresan,

Jeevendran Kananathan

et al.

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2024

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Cited by 3 publications

References 218 publications

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Preparation of short carbon fiber reinforced photosensitive resin and composite material properties study

Zhou,

Chen,

Guo

et al. 2024

Polymer Engineering & Sci

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Light‐curing rapid prototyping (SLA) has become an emerging technology in the manufacturing industry because of its high precision, rapid prototyping, and the ability to mold complex parts. To enhance the mechanical properties and thermal stability of its raw material photosensitive resin (PR), carbon fiber (CF) was surface modified by chemical oxidation and grafting of amino silane (KH550) to obtain KH550‐modified carbon fiber (ACF). Then, ACF was composited with photosensitive resin to obtain modified carbon fiber/photosensitive resin (ACF/PR) composites. The viscosities of ACF/PR composites, including the viscosity, curing shrinkage, mechanical properties, and thermal stability of the ACF/PR composites, were characterized. The results showed that KH550 was successfully grafted onto CF. When the addition of ACF in the composites was 0.6%, the tensile strength, elongation at break, and impact strength of ACF/PR reached 39.48 MPa, 20.32%, and 13.62 kJ/m2, which were 120%, 27.15%, and 154% higher than that of the pure resin; the thermal decomposition temperatures and the maximum thermal decomposition temperatures at 50% mass loss of ACF/PR increased to 457.66°C and 442.44°C at 50% mass loss, which is 3.95% and 3.63% higher than that of the pure resin. Currently, the composites have excellent strength, toughness, and thermal stability. This paper gives a cost‐efficient method for improving the functioning of PR.Highlights Mixed acid oxidation and amino silane modification of CFs. Preparation of modified CF/photosensitive resin composites. Composites with excellent mechanical properties and thermal stability.

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Preparation of short carbon fiber reinforced photosensitive resin and composite material properties study

Zhou,

Chen,

Guo

et al. 2024

Polymer Engineering & Sci

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Cartilage Tissue Construct from Human Adipose-Derived Mesenchymal Stem Cells on 3D-Printed Polylactic Acid Scaffold

Upadhyay,

Venkateshan,

Srinivasulu

et al. 2024

Regen. Eng. Transl. Med.

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Machine Learning in 3D and 4D Printing of Polymer Composites: A Review

Malashin,

Masich,

Tynchenko

et al. 2024

Polymers

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The emergence of 3D and 4D printing has transformed the field of polymer composites, facilitating the fabrication of complex structures. As these manufacturing techniques continue to progress, the integration of machine learning (ML) is widely utilized to enhance aspects of these processes. This includes optimizing material properties, refining process parameters, predicting performance outcomes, and enabling real-time monitoring. This paper aims to provide an overview of the recent applications of ML in the 3D and 4D printing of polymer composites. By highlighting the intersection of these technologies, this paper seeks to identify existing trends and challenges, and outline future directions.

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An overview of fused filament fabrication technology and the advancement in PLA-biocomposites

Cited by 3 publications

References 218 publications

Preparation of short carbon fiber reinforced photosensitive resin and composite material properties study

Preparation of short carbon fiber reinforced photosensitive resin and composite material properties study

Cartilage Tissue Construct from Human Adipose-Derived Mesenchymal Stem Cells on 3D-Printed Polylactic Acid Scaffold

Machine Learning in 3D and 4D Printing of Polymer Composites: A Review

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