Multi-Response Optimization during the High-Speed Drilling of Composite Laminate Using the Grey Entropy Fuzzy Method (GEF) Article Swipe
Jalumedi Babu
,
Anjaiah Madarapu
,
Lijo Paul
,
A. N. Khaleel Ahmed
,
J. Paulo Davim
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/pr10091865
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/pr10091865
The machining of glass-fiber-reinforced composites is complex due to their heterogeneous structures. Research has indicated that high-speed machining, at high spindle speeds and feed rates, not only increases productivity but also reduces drilling defects, such as delamination. However, there are several challenges with high-speed machining, such as the heat generated during drilling between the drill tool and chip contact surfaces that can result in hole size errors. Therefore, it is essential to determine the optimum drilling parameters. This paper presents an innovative hybrid optimization approach called Grey Entropy Fuzzy. This approach is a combination of entropy-based weight integrated Grey Relation analysis and fuzzy logic. With the consideration of all responses simultaneously, an optimum machining combination was obtained at a spindle speed of 12,000 rpm and a feed rate of 0.02 mm/rev using a drill bit with a point angle of 118° and a drill diameter of 6 mm.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/pr10091865
- https://www.mdpi.com/2227-9717/10/9/1865/pdf?version=1663303409
- OA Status
- gold
- Cited By
- 9
- References
- 45
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4296280961
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4296280961Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/pr10091865Digital Object Identifier
- Title
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Multi-Response Optimization during the High-Speed Drilling of Composite Laminate Using the Grey Entropy Fuzzy Method (GEF)Work title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2022Year of publication
- Publication date
-
2022-09-15Full publication date if available
- Authors
-
Jalumedi Babu, Anjaiah Madarapu, Lijo Paul, A. N. Khaleel Ahmed, J. Paulo DavimList of authors in order
- Landing page
-
https://doi.org/10.3390/pr10091865Publisher landing page
- PDF URL
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https://www.mdpi.com/2227-9717/10/9/1865/pdf?version=1663303409Direct link to full text PDF
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YesWhether a free full text is available
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-
goldOpen access status per OpenAlex
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https://www.mdpi.com/2227-9717/10/9/1865/pdf?version=1663303409Direct OA link when available
- Concepts
-
Machining, Drilling, Drill, Delamination (geology), Fuzzy logic, Materials science, Mechanical engineering, Drill bit, Composite number, Composite material, Computer science, Engineering, Geology, Artificial intelligence, Subduction, Paleontology, TectonicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
9Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 5, 2024: 4Per-year citation counts (last 5 years)
- References (count)
-
45Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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