Synergistic effects of titanium dioxide and graphene nanofillers on delamination and thrust forces in machining glass fiber reinforced nanocomposites

Delamination factor in drilling represents the maximum spread of imperfections around the drilled hole in a polymer composite. D<sub>f</sub> can directly affect the performance of the drilled component. This study focuses on investigating the influence of nanofillers, titanium dioxide and graphene, with epoxy in varying quantities ranging from 1 to 4 wt%, on the delamination behavior of the glass fiber-reinforced composites. The parameters, such as spindle speeds (600, 1200, and 1800 rpm), feed rates (30, 40, and 50 mm/min), and drill bit diameter (4, 6, and 8 mm), were considered. A high-resolution camera was used to capture the images of the drilled hole, which were processed using MATLAB to compute the delamination factor at top and rear faces of the composite. Additionally, thrust force obtained from the dynamometer at various nanofiller quantities was analyzed. The thrust force decreased with an increase in the spindle speed and the feed rate. Spindle speed and feed rate contributed the least to delamination, while filler percentage contributed the least to thrust. The mean GRG showed that GT1, a drill bit diameter of 4 mm, a spindle speed of 1800 rpm and a feed rate of 50 mm/min were the optimum parameters.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-03-04
DOI
https://doi.org/10.1038/s41598-025-92140-3
Citations
6
Primary Topic
Advanced machining processes and optimization
Type
article
Field-Weighted Citation Impact
4.28
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Synergistic effects of titanium dioxide and graphene nanofillers on delamination and thrust forces in machining glass fiber reinforced nanocomposites

M Harsha, Dheeraj Kumar, Lin Feng Ng, Senthilkumar Krishnasamy et al.
6 citations
Scientific Reports
Advanced machining processes and optimization
4.28
article

Synergistic effects of titanium dioxide and graphene nanofillers on delamination and thrust forces in machining glass fiber reinforced nanocomposites

M Harsha, Dheeraj Kumar, Lin Feng Ng, Senthilkumar Krishnasamy, Nadir Ayrılmış, Vinod Kumar, M. Chandrasekar, Naveen Jesuarockiam, M. Prasad
article en
6 citations

Abstract

Delamination factor in drilling represents the maximum spread of imperfections around the drilled hole in a polymer composite. D<sub>f</sub> can directly affect the performance of the drilled component. This study focuses on investigating the influence of nanofillers, titanium dioxide and graphene, with epoxy in varying quantities ranging from 1 to 4 wt%, on the delamination behavior of the glass fiber-reinforced composites. The parameters, such as spindle speeds (600, 1200, and 1800 rpm), feed rates (30, 40, and 50 mm/min), and drill bit diameter (4, 6, and 8 mm), were considered. A high-resolution camera was used to capture the images of the drilled hole, which were processed using MATLAB to compute the delamination factor at top and rear faces of the composite. Additionally, thrust force obtained from the dynamometer at various nanofiller quantities was analyzed. The thrust force decreased with an increase in the spindle speed and the feed rate. Spindle speed and feed rate contributed the least to delamination, while filler percentage contributed the least to thrust. The mean GRG showed that GT1, a drill bit diameter of 4 mm, a spindle speed of 1800 rpm and a feed rate of 50 mm/min were the optimum parameters.

Scientific ReportsVol. 15(1)
INTI International University (MY), PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH (IN), Istanbul University-Cerrahpaşa (TR), Hindustan Institute of Technology and Science (IN), University of Technology Malaysia (MY), Istanbul University (TR), Vellore Institute of Technology University (IN), Kalasalingam Academy of Research and Education (IN)
Sustainable cities and communities
Openalex Percentile: Top 6%
Advanced machining processes and optimization
4.28
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.