Scopus
YÖKSİS DOI Eşleşti
SJR Q1
Damage analysis of Nomex honeycomb sandwich structures using image processing and artificial intelligence approaches
Polymer Composites · Şubat 2025
YÖKSİS Kayıtları
Damage analysis of Nomex honeycomb sandwich structures using image processing and artificial intelligence approaches
Wiley · 2025 SCI-Expanded
Dr. Öğr. Üyesi İBRAHİM DEMİRCİ →
Damage analysis of Nomex honeycomb sandwich structures using image processing and artificial intelligence approaches
Polymer Composites · 2025 SCI-Expanded
Prof. Dr. İSMAİL SARITAŞ →
Damage analysis of Nomex honeycomb sandwich structures using image processing and artificial intelligence approaches
Wiley · 2023 SCI-Expanded
Prof. Dr. İSMAİL SARITAŞ →
YÖKSİS Kayıtları — ISSN Eşleşmesi
Evaluation of Sugar Mill Lime Waste in Biobased Epoxy Composites
2018 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. ÜLKÜ SOYDAL →
Study on the Reuse of Marble and Andesite Wastes in Epoxy‐based Composites
2018 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. ÜLKÜ SOYDAL →
The influence of semiconductive binary systems on electrical conductivity, mechanical, and thermal properties of epoxy composites
2018 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. ÜLKÜ SOYDAL →
The effect of nanoclay on the nonlinear viscoelastic behavior of high-density polyethylene
2021 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. HARUN SEPETÇİOĞLU →
Experimental study on the effect of graphene nanoplatelets on the low-velocity impact response of prestressed filament wound basalt-based composite pressure vessels
2021 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. HARUN SEPETÇİOĞLU →
Physical, mechanical, and antibacterial properties of Hibiscus sabdariffa L. extract and graphene oxide incorporated corn starch nanocomposite films
2022 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. GÜLSÜM KALEMTAŞ →
Effect of long-term stress aging on aluminum-BFRP hybrid adhesive joint's mechanical performance: Static and dynamic loading scenarios
2022 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. HASAN ULUS →
Low-velocity impact response and inspection of damage propagation for basalt fiber reinforced filament wound pipes
2022 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. MEHMET TURAN DEMİRCİ →
Investigation of low-velocity impact behavior of aluminum honeycomb composite sandwiches with GNPs doped BFR laminated face-sheets and interfacial adhesive for aircraft structures
2022 ISSN: 0272-8397 SCI-Expanded Q2
Doç. Dr. MEHMET TURAN DEMİRCİ →
A comprehensive experimental study of enhanced solid particle erosive resistance on the inner/outer surface of graphene nanoplatelets modified basalt/epoxy composite pipe
2023 ISSN: 0272-8397 SCI-Expanded Q1
Doç. Dr. HARUN SEPETÇİOĞLU →
Damage analysis of Nomex honeycomb sandwich structures using image processing and artificial intelligence approaches
2025 ISSN: 0272-8397 SCI-Expanded Q2
Dr. Öğr. Üyesi İBRAHİM DEMİRCİ →
Investigation of the effect of surface modification types on the tribological performance of cow bone powder reinforced polymer materials
2023 ISSN: 0272-8397 SCI-Expanded Q1
Prof. Dr. REFİK POLAT →
Damage analysis of Nomex honeycomb sandwich structures using image processing and artificial intelligence approaches
2025 ISSN: 0272-8397 SCI-Expanded Q1
Prof. Dr. İSMAİL SARITAŞ →
Dynamic responses and damage/element composition analysis of thermoplastic polyamide reinforced epoxy composites exposed to HCI environment
2024 ISSN: 0272-8397 SCI-Expanded Q1
Arş. Gör. BETÜL SÖZEN COŞKUN →
Comparison of the dynamic characteristics of GFRP, CFRP, and hybrid composites subjected to repeated low‐velocity impact
2024 ISSN: 0272-8397 SCI-Expanded Q1
Arş. Gör. BETÜL SÖZEN COŞKUN →
Comparative analysis of thermoplastic and thermoset adhesives performance and the influence on failure analysis in jointed elium‐based composite structures
2024 ISSN: 0272-8397 SCI Q1
Doç. Dr. HASAN ULUS →
Makale Bilgileri
Dergi
Polymer Composites
ISSN02728397
Yayın TarihiŞubat 2025
Cilt / Sayfa46 · 1121-1138
Scopus ID2-s2.0-85168854550
Özet
In this study, a method was developed to detect impact damage and determine the damage propagation in increasing and repetitive impacts. The effect of nanographene additives on the propagation of delamination damage in the top face layer of a sandwich structure was investigated using the developed method. In addition, the effects of nanographene on visible (VID) or barely visible damage (BVID) formation were investigated, and the stiffness of the sandwich structures was evaluated. An ultrasonic C-scan nondestructive testing was used to visualize the damage, and the numerical values of the damaged areas of the sandwich structures at different energy levels were determined using an image processing method. The obtained values were used in artificial neural network (ANN) training to estimate the impact energy at which the structural integrity of the sandwich structures was disrupted. It was observed that the nanographene additive was effective in maintaining rigidity of the sandwich structures and therefore, slowed the delamination damage progression in increasing and repeated impacts. The damage areas of the neat sandwich structures (NSS) and graphene nanoplatelets doped sandwich structures (GSS) structures at the first impact 5j energy level was 1004 and 811 mm2, respectively. At the first impact, 20% less damage occurred in the GNP-doped sandwich structures. The increasing and repetitive last impact energies at the end of the neural network training were 5j + 35j in NSS and 5j + 50j in GSS. The method allows for a detailed examination of the damage progression of sandwich structures under increasing and repeated impact loads. Highlights: Low-velocity impact tests of Nomex honeycomb sandwich structures were performed. Damage formation and propagation in sandwich structures were investigated. The non-destructive test C-scan method was used to determine BVID. The damaged areas were determined using an image processing method. The damage areas were estimated using artificial neural networks.
Yazarlar (2)
1
Ibrahim Demirci
ORCID: 0000-0002-6808-8550
2
Ismail Saritas
Anahtar Kelimeler
ANN
C-scan
image processing
low-velocity impact
Nomex sandwich structures
Kurumlar
Selçuk Üniversitesi
Selçuklu Turkey
Scimago Dergi (ISSN Eşleşmesi)
Polymer Composites
Q1
SJR Skoru0,762
H-Index115
YayıncıJohn Wiley & Sons Inc.
ÜlkeUnited States
Ceramics and Composites (Q1)
Chemistry (miscellaneous) (Q2)
Materials Chemistry (Q2)
Polymers and Plastics (Q2)
Metrikler
2
Atıf
2
Yazar
5
Anahtar Kelime