Enhancing optimization and reducing machining time of freeform shapes through modeling, simulation, and Taguchi design of experiments with artificial neural networks DOI

Usman Haladu Garba,

Tao Wang, Yingli Tian

и другие.

International Journal on Interactive Design and Manufacturing (IJIDeM), Год журнала: 2024, Номер unknown

Опубликована: Май 18, 2024

Язык: Английский

Biopolymer-coated composites for enhanced dielectric and electromagnetic interference shielding applications - a green initiative DOI Creative Commons

Durgam Muralidharan Nivedhitha,

S. Jeyanthi,

Sathish Kumar Rajamanickam

и другие.

Materials Research Express, Год журнала: 2023, Номер 10(10), С. 105013 - 105013

Опубликована: Окт. 1, 2023

Abstract The utilization of natural fibre-reinforced polymer composites has been tremendously growing in various applications automotive and aerospace components. In this aspect, the researcher’s community is approaching global market with new ideas for developing a complete eco-friendly, sustainable, green composite. Plant-based have received great interest from initial stage due to their unique features, such as lightweight, corrosion resistance, specific properties, excellent mechanical thermal properties. This research article attempts novel technique coating fibres polylactic acid (PLA) part surface modification which improves fibre Then were reinforced weight percentages conductive fillers, Copper (Cu), Alumina (Al 2 O 3 ), Graphene (Gr), improve electrical properties using hand layup technique. fabricated samples tested dielectric electromagnetic interference (EMI) shielding effectiveness (SE) resonance open shielded method. Based on test results, it was noted that strength (K) started increase percentage highlighted by incorporating losing insulation 0.9 wt% nanofillers achieved maximum SE abs −19.61 dB total −22.67 at frequency range 8–12 GHz.

Язык: Английский

Процитировано

8

Influence of pistachio shell filler addition and interply hybridization on mechanical and thermal performances of polyester composites DOI
D.K. Mohapatra, Chitta Ranjan Deo, Punyapriya Mishra

и другие.

Journal of Elastomers & Plastics, Год журнала: 2023, Номер 56(2), С. 169 - 193

Опубликована: Дек. 22, 2023

Owing to the crucial qualities such as strength, stiffness and durability, well low-cost manufacturing benefits, fibre-reinforced composite materials are becoming more popular in structural applications. The current work basically focused on influence of Pistachio shell particles (PSP) mechanical performances kenaf(K)/glass(G)/polyester hybrid laminates. Usual hand layup technique is used fabricate different stacking order laminates KKKK, KGGK, GKKG, KGKG, GGGG with PSP filler concentration 1 wt%, 3 wt% 5 wt%. experimental findings reflect a noticeable improvement properties gradual inclusion filler. KGKG laminate shows an optimum tensile strength 127.35 MPa highest micro-hardness value 21.35 HV, whereas exhibits maximum flexural 112.42 impact 75.59 KJ/m 2 . numerical analysis also been carried out validate results using ANSYS 19.0 software. On comparing data values, deviation result found be within limit 5% 10%. Furthermore, Thermo Gravimetric Analysis (TGA) has shown amount residue 31.22% at 700°C case GKKG Again, filler, lower water intake capability 3.5% comparison KGGK saturation time 14 days. fractography study conducted examine mode failure during testing by help Scanning Electron Microscope (SEM).

Язык: Английский

Процитировано

8

Discarded water hyacinth/pineapple fibers and carbon/innegra fabrics and TiC nanoparticles reinforced UV resistant polyester composites DOI Creative Commons

H. Mohit,

Sanjay Mavinkere Rangappa,

Krittirash Yorseng

и другие.

Journal of Materials Research and Technology, Год журнала: 2023, Номер 24, С. 5059 - 5081

Опубликована: Апрель 15, 2023

The widespread utilization of plant cellulose fiber-inorganic fillers-synthetic fabric-reinforced laminates is the current trend in research field. This investigation studies effect chemically treated and untreated water hyacinth/pineapple leaf, titanium carbide nanoparticles, Innegra, carbon fabric reinforcement on physical, mechanical, thermal characteristics ultra-violet resistant polyester hybrid composites. leaf fibers were examined from Fourier transform infrared (FTIR) spectra, X-ray diffraction (XRD), differential scanning calorimeter (DSC), thermogravimetric analysis (TGA), electron microscope (SEM) found that have an excellent interlocking bond with TiC fabric, matrix. maximum tensile, flexural, interlaminar shear, impact strength, shore hardness also affirmed good interfacial bonding fillers textiles within matrix as SEM micrographs. present determines forecasting approaches performance artificial neural network (ANN) to model material fabricated composite. Furthermore, ANN was more accurate a valuable technique optimize developed

Язык: Английский

Процитировано

7

Computational Aspects: Self-clean Coatings, Plastics and Polymers in Coatings DOI

Hariome Sharan Gupta,

Uday Shankar, Akarsh Verma

и другие.

Materials horizons, Год журнала: 2023, Номер unknown, С. 167 - 184

Опубликована: Янв. 1, 2023

Язык: Английский

Процитировано

7

Enhancing optimization and reducing machining time of freeform shapes through modeling, simulation, and Taguchi design of experiments with artificial neural networks DOI

Usman Haladu Garba,

Tao Wang, Yingli Tian

и другие.

International Journal on Interactive Design and Manufacturing (IJIDeM), Год журнала: 2024, Номер unknown

Опубликована: Май 18, 2024

Язык: Английский

Процитировано

2