Microstructure simulation and heat transfer optimization for graphene oxide doped anti-/deicing composites
Source abstract
Abstract
Abstract A microstructure simulation model was established to simulate and optimize the heat transfer performance of graphene oxide (GO) doped Glass Fiber/Epoxy (GF/EP) composites. At the microscopic level, the finite element method was employed to simulate the heat transfer characteristics of the GO/GF/EP composites. At the macroscopic level, infrared thermal imaging measurement was performed to obtain the temperature field distribution of the GO/GF/EP composites. In this work, the maximum error of the heat transfer model of the GO/GF/EP composites was 8.81% by comparing the experimental results with numerical results, which verifying the correctness of the proposed microstructure model of the GO/GF/EP composites. Moreover, the response surface method (RSM) was employed to optimize the heat transfer performance of the GO/GF/EP composites. The main influencing factors were determined by Box-Behnken optimization: graphene content is 1.99 wt%, graphene sheet diameter is 4 μm, layer spacing of glass fiber is 50 μm, glass fiber spacing is 1 μm, and glass fiber diameter is 6 μm. Comparing the experimental results with the predicted values of the proposed model, the error between the results is 1.533%, which shows that the model and the experimental data are in good agreement.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Icing and De-icing Technologies · Smart Materials for Construction · Surface Modification and Superhydrophobicity
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (48)
Show source-provided references
1. A superhydrophobic/electrothermal synergistically anti-icing strategy based on graphene composite10.1016/j.compscitech.2020.108307 ↗
2. Investigation of ice shedding properties of superhydrophobic coatings on helicopter blades10.1016/j.coldregions.2013.12.009 ↗
3. Flight envelope estimation for helicopters under icing conditions via the zonotopic reachability analysis10.1016/j.ast.2020.105859 ↗
4. Aircraft icing: an ongoing threat to aviation safety10.1016/j.ast.2017.12.028 ↗
5. Heat transfer optimization and experimental validation of anti-icing component for helicopter rotor10.1016/j.applthermaleng.2017.07.169 ↗
6. Low-voltage and -surface energy SWCNT/poly(dimethylsiloxane) (PDMS) nanocomposite film: surface wettability for passive anti-icing and surface-skin heating for active deicing10.1016/j.compscitech.2019.04.013 ↗
7. Effective de-icing skin using graphene-based flexible heater10.1016/j.compositesb.2019.01.045 ↗
8. Carbon fiber/poly ether ether ketone composites modified with graphene for electro-thermal deicing applications10.1016/j.compscitech.2020.108117 ↗
9. Anti-icing and de-icing coatings based Joule's heating of graphene nanoplatelets10.1016/j.compscitech.2018.05.031 ↗
10. Amelioration of the pool boiling heat transfer performance via self-assembling of 3D porous graphene/carbon nanotube hybrid film over the heating surface10.1016/j.ijheatmasstransfer.2019.118732 ↗
11. Hybrid graphene and single-walled carbon nanotube films for enhanced phase-change heat transfer10.1021/acs.nanolett.5b03832 ↗
12. Brazing of C/C composite and Ti-6Al-4V with graphene strengthened AgCuTi filler: effects of graphene on wettability, microstructure and mechanical properties10.1016/j.cja.2017.08.017 ↗
13. High dispersivity and excellent tribological performances of titanate coupling agent modified graphene oxide in hydraulic oil10.1016/j.carbon.2020.04.038 ↗
14. Application of graphene oxide IoNanofluid as a superior heat transfer fluid in concentrated solar power plants10.1016/j.icheatmasstransfer.2019.104450 ↗
15. General route to graphene with liquid-like behavior by non-covalent modification10.1039/c2sm26307f ↗
16. Preparation and thermal performance of carboxyl modified graphene oxide/polyacrynitrile composite films
17. Performance of coating based on APTMS/GO/Epoxy composite for corrosion protection of steel10.20964/2018.09.27 ↗
18. Thermal properties of doubly reinforced fiberglass/epoxy composites with graphene nanoplatelets, graphene oxide and reduced-graphene oxide10.1016/j.compositesb.2018.11.051 ↗
19. Composites of graphene oxide and epoxy resin assuming uniform 3D graphene oxide network structure10.1039/C6RA16335A ↗
20. Structural, mechanical and thermal behaviors of novolac/graphene oxide nanocomposite aerogels10.1016/j.jnoncrysol.2017.01.026 ↗
21. Enhancement of the electrical and thermal properties of unidirectional carbon fibre/epoxy laminates through the addition of graphene oxide10.1007/s10853-019-03522-8 ↗
22. A comparison of the elastic properties of graphene- and fullerene-reinforced polymer composites: the role of filler morphology and size10.1038/srep31735 ↗
23. Effect of the sheet size on the thermal stability of silicone rubber–reduced graphene oxide nanocomposites10.1002/app.47034 ↗
24. Effect of particle size on mechanical and anisotropic thermal conductivity of copper-reduced graphene oxide composites10.1016/j.rinp.2019.102432 ↗
25. From the research state of the thermal properties of graphene reinforced ceramics to the future of computer simulation10.1016/j.ceramint.2020.04.265 ↗
26. A discrete element model simulation of structure and bonding at interfaces between cathode and cathode contact paste in solid oxide fuel cells
27. Effect of graphene oxide nanoplates on the microstructure, quasi-static and dynamic penetration behavior of Al6061 nanocomposites10.1016/j.compositesb.2019.107652 ↗
28. Composite Graphene-Metal Microstructures for Enhanced Multiband Absorption Covering the Entire Terahertz Range10.1016/j.carbon.2019.03.086 ↗
29. Modeling of organic solar cell using response surface methodology10.1016/j.rinp.2017.04.037 ↗
30. Reliability analysis of structures using stochastic response surface method and saddlepoint approximation10.1007/s00158-016-1617-9 ↗
31. Reliability analysis of structures by iterative improved response surface method10.1016/j.strusafe.2016.02.002 ↗
32. Optimization of UHMWPE/graphene nanocomposite preparation by single-supported Ziegler-Natta catalytic system via RSM10.1002/pat.4297 ↗
33. Optimization of the doping of polyaniline via response surface method to prepare polymer electrolytes for dye sensitized solar cells10.1016/j.jece.2020.103709 ↗
34. Improving the process forming limit considering forming defects in the transitional region in local loading forming of Ti-alloy rib-web components10.1016/j.cja.2016.11.004 ↗
35. Six sigma robust design optimization for thermal protection system of hypersonic vehicles based on successive response surface method10.1016/j.cja.2019.04.009 ↗
36. Investigation of effect of bitumen chemical composition, elastomeric polymer and paraffin wax additives on the properties of bitumen by using response surface method10.1016/j.conbuildmat.2019.117414 ↗
37. Aerodynamic shape optimization of a transonic fan by an adjoint-response surface method10.1016/j.ast.2017.05.005 ↗
38. Parametric design and analysis on the landing gear of a planet lander using the response surface method10.1016/j.actaastro.2018.05.020 ↗
39. Experimental and numerical analyses on the thermal conductive behaviors of carbon fiber/epoxy plain woven composites10.1016/j.ijheatmasstransfer.2016.06.035 ↗
40. Numerical study on the thermal behavior of graphene nanoplatelets/epoxy composites10.1016/j.rinp.2018.01.060 ↗
41. Numerical simulation and experimental study on electrothermal properties of carbon/glass fiber hybrid textile reinforced concrete10.1007/s11431-011-4503-0 ↗
42. Numerical approach to describe the phase change of an inorganic PCM containing carbon fibres10.1016/j.applthermaleng.2006.01.018 ↗
43. Multiscale modeling and theoretical prediction for the thermal conductivity of porous plain-woven carbonized silica/phenolic composites10.1016/j.compstruct.2019.02.053 ↗
44. Investigations on micro-mechanical and thermal characteristics of glass fiber reinforced epoxy based binary composite structure using finite element method10.1016/j.commatsci.2012.05.020 ↗
45. Plackett-Burman experimental design for bacterial cellulose-silica composites synthesis10.1016/j.msec.2014.05.031 ↗
46. Run order considerations for Plackett and Burman designs10.1016/j.jspi.2015.04.001 ↗
47. Optimization of ultrasonic-assisted ultrafiltration process for removing bacterial endotoxin from diammonium glycyrrhizinate using response surface methodology10.1016/j.ultsonch.2020.105215 ↗
48. Water decolorization using waste cooking oil: an optimized green emulsion liquid membrane by RSM10.1016/j.jwpe.2019.101021 ↗