Production of nanoparticle reinforced composites using a prepreg winding machine

Nazlı Hazal Kızılkaya; Abdulmecit Güldaş; Batuhan Keklik; İrem Bozoğlu; İrem Gülcan; Kübra Şanal

doi:10.55974/utbd.1942358

TR EN

Prepreg sarma makinesi kullanılarak nanoparçacık takviyeli kompozitlerin üretimi

Abstract

Bu çalışmada, havacılık ve uzay endüstrisinde yüksek performanslı uygulamalar için kritik öneme sahip karbon fiber takviyeli polimer kompozitlerin üretimine yönelik bir prepreg sarma makinesi tasarlanmış ve imal edilmiştir. Geliştirilen sistem; reçinenin dokuma kumaşa hassas oranlarda emdirilmesini ve takviye elemanlarının üniform dağılımını sağlayan, baskı kuvveti ayarlanabilir çift mandrelli bir sıkıştırma mekanizmasına sahiptir. Makinenin fonksiyonel performansını doğrulamak amacıyla epoksi matrisine ağırlıkça %0.5 oranında grafen nanoplaket ve çok duvarlı karbon nanotüp entegre edilerek prepregler üretilmiştir. ASTM D3171 standardına göre yapılan analizler, tasarlanan makinenin başarılı bir şekilde çalıştığını, tutarlı elyaf hacim oranlarını sağladığını ve operasyonel olarak yüksek performans sergilediğini kanıtlamıştır. Mekanik testlerde, katkısız numunelere kıyasla grafen nanoplaket takviyeli kompozitlerin çekme dayanımında %41.83, çok duvarlı karbon nanotüp takviyelilerde ise %46.27 artış gözlemlenmiştir. Bununla birlikte, grafen takviyeli numunelerde boşluk oranı %13.51 iken; çok duvarlı karbon nanotüp ilavesinin artan viskozite ve aglomerasyon etkisiyle bu oranı %21.09’a yükselttiği tespit edilmiştir.

Keywords

Supporting Institution

Gazi Üniversitesi

Project Number

FGA-2024-9598

Ethical Statement

Yapılan makale derginizin etik kurallarına uymakta olup etik kurul raporu gerektirecek herhangi bir içeriğe sahip değildir.

Thanks

Bu çalışma, Gazi Üniversitesi Bilimsel Araştırma Projeleri Birimi tarafından desteklenmiştir. FGA-2024-9598 numaralı proje kapsamında sağlanan desteklerinden dolayı Gazi Üniversitesi'ne teşekkürlerimizi sunarız. Ayrıca, numune hazırlama sürecindeki iş birlikleri ve polimerizasyon çalışmalarına olan katkıları nedeniyle CES İleri Kompozit ve Savunma Teknolojileri A.Ş.'ye şükranlarımızı sunarız.

Production of nanoparticle reinforced composites using a prepreg winding machine

Abstract

In this study, a prepreg winding machine was designed and manufactured for the production of carbon fiber-reinforced polymer composites, which are of critical importance for high-performance applications in the aerospace industry. The developed system features an adjustable-pressure, dual-mandrel compression mechanism that ensures the resin is impregnated into the woven fabric at precise ratios and guarantees the uniform distribution of reinforcing elements. To validate the machine’s functional performance, prepregs were produced by integrating graphene nanoplatelets and multi-walled carbon nanotubes at a weight percentage of 0.5% into an epoxy matrix. Analyses conducted in accordance with the ASTM D3171 standard have proven that the designed machine operates successfully, provides consistent fiber volume fractions, and demonstrates high operational performance. In mechanical tests, a 41.83% increase in tensile strength was observed in graphene nanoplate-reinforced composites compared to unmodified samples, while a 46.27% increase was observed in multi-walled carbon nanotube-reinforced composites. However, while the porosity in graphene-reinforced samples was 13.51%, it was found that the addition of multi-walled carbon nanotubes increased this value to 21.09% due to the effects of increased viscosity and agglomeration.

Keywords

Supporting Institution

Gazi University

Project Number

FGA-2024-9598

Ethical Statement

This study adheres to the ethical standards of your journal and does not involve any procedures requiring formal ethics committee clearance.

Thanks

This study was supported by the Gazi University Scientific Research Projects Unit. We would like to thank Gazi University for the support provided under the project code FGA-2024-9598. Additionally, we would like to express our gratitude to CES Advanced Composites & Defence Technologies Inc. for their cooperation in sample preparation and their contributions to the polymerization studies.

References

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Zulfqar S, Saeed S, Zia MA, Ali A, Mehmood F, Ali A. A comprehensive overview of deep learning models for object detection from videos/images. International Journal of Artificial Intelligence and Soft Computing, 2026.
Amador-Salgado Y, Padilla-Medina JA, Pérez-Pinal FJ, Barranco-Gutiérrez AI, Rodríguez-Licea MA, Martínez-Nolasco JJ. Knife detection using indoor surveillance camera. 2021 IEEE World AI IoT Congress (AIIoT), Texas, USA, 10-13 May 2021.
Berardini D, Migliorelli L, Galdelli A, Frontoni E, Mancini A, Moccia S. A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras. Multimedia Tools and Applications, 83(7), 19109-19127, 2024.
Ağdaş MT, Gülseçen S. Güvenlik kameralarında otomatik silah ve bıçak tespit sistemi: Karşılaştırmalı YOLO modelleri. Avrupa Bilim ve Teknoloji Dergisi, (41), 16-22, 2022.
Huynh SPT, Dang TQ, Nguyen HD, Tran PNH, Nguyen NQV. Knife detection using YOLOv5: A deep learning approach. Proceedings of the 2024 9th International Conference on Intelligent Information Technology, Da Nang, Vietnam, 23-25 February 2024.

Details

Primary Language

English

Subjects

Material Design and Behaviors

Journal Section

Research Article

Authors

Nazlı Hazal Kızılkaya
0000-0003-3691-0076
Türkiye

Abdulmecit Güldaş ^*
0000-0002-1865-2272
Türkiye

Batuhan Keklik
0009-0007-3524-6050
Türkiye

İrem Bozoğlu
0009-0001-5670-3026
Türkiye

İrem Gülcan
0009-0000-5114-8687
Türkiye

Kübra Şanal
0009-0003-6746-2285
Türkiye

Publication Date

November 7, 2026

Submission Date

May 2, 2026

Acceptance Date

November 7, 2026

Published in Issue

Year 2026 Volume: 18 Number: 2026

DOI

https://doi.org/10.55974/utbd.1942358

IZ

https://izlik.org/JA99LW69WZ

Cite

RIS / Bibtex

APA

Kızılkaya, N. H., Güldaş, A., Keklik, B., Bozoğlu, İ., Gülcan, İ., & Şanal, K. (2026). Production of nanoparticle reinforced composites using a prepreg winding machine. Uluslararası Teknolojik Bilimler Dergisi, 18(2026), 9-16. https://doi.org/10.55974/utbd.1942358

AMA

1.Kızılkaya NH, Güldaş A, Keklik B, Bozoğlu İ, Gülcan İ, Şanal K. Production of nanoparticle reinforced composites using a prepreg winding machine. IJTS. 2026;18(2026):9-16. doi:10.55974/utbd.1942358

Chicago

Kızılkaya, Nazlı Hazal, Abdulmecit Güldaş, Batuhan Keklik, İrem Bozoğlu, İrem Gülcan, and Kübra Şanal. 2026. “Production of Nanoparticle Reinforced Composites Using a Prepreg Winding Machine”. Uluslararası Teknolojik Bilimler Dergisi 18 (2026): 9-16. https://doi.org/10.55974/utbd.1942358.

EndNote

Kızılkaya NH, Güldaş A, Keklik B, Bozoğlu İ, Gülcan İ, Şanal K (November 7, 2026) Production of nanoparticle reinforced composites using a prepreg winding machine. Uluslararası Teknolojik Bilimler Dergisi 18 2026 9–16.

IEEE

[1]N. H. Kızılkaya, A. Güldaş, B. Keklik, İ. Bozoğlu, İ. Gülcan, and K. Şanal, “Production of nanoparticle reinforced composites using a prepreg winding machine”, IJTS, vol. 18, no. 2026, pp. 9–16, Nov. 2026, doi: 10.55974/utbd.1942358.

ISNAD

Kızılkaya, Nazlı Hazal - Güldaş, Abdulmecit - Keklik, Batuhan - Bozoğlu, İrem - Gülcan, İrem - Şanal, Kübra. “Production of Nanoparticle Reinforced Composites Using a Prepreg Winding Machine”. Uluslararası Teknolojik Bilimler Dergisi 18/2026 (November 7, 2026): 9-16. https://doi.org/10.55974/utbd.1942358.

JAMA

1.Kızılkaya NH, Güldaş A, Keklik B, Bozoğlu İ, Gülcan İ, Şanal K. Production of nanoparticle reinforced composites using a prepreg winding machine. IJTS. 2026;18:9–16.

MLA

Kızılkaya, Nazlı Hazal, et al. “Production of Nanoparticle Reinforced Composites Using a Prepreg Winding Machine”. Uluslararası Teknolojik Bilimler Dergisi, vol. 18, no. 2026, Nov. 2026, pp. 9-16, doi:10.55974/utbd.1942358.

Vancouver

1.Nazlı Hazal Kızılkaya, Abdulmecit Güldaş, Batuhan Keklik, İrem Bozoğlu, İrem Gülcan, Kübra Şanal. Production of nanoparticle reinforced composites using a prepreg winding machine. IJTS. 2026 Nov. 7;18(2026):9-16. doi:10.55974/utbd.1942358

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Prepreg sarma makinesi kullanılarak nanoparçacık takviyeli kompozitlerin üretimi

Abstract

Keywords

Supporting Institution

Project Number

Ethical Statement

Thanks

Production of nanoparticle reinforced composites using a prepreg winding machine

Abstract

Keywords

Supporting Institution

Project Number

Ethical Statement

Thanks

References

Details

Primary Language

Subjects

Journal Section

Authors

Publication Date

Submission Date

Acceptance Date

Published in Issue

DOI

IZ

Cite

Aim & Scope

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