Thermal conductivity model for nanofiber networks

Zhao, Xinpeng; Huang, Congliang; Liu, Qingkun; Smalyukh, Ivan I.; Yang, Ronggui

doi:10.1063/1.5008582

Title: Thermal conductivity model for nanofiber networks

Journal Article · 22 February 2018 · Journal of Applied Physics

DOI: https://doi.org/10.1063/1.5008582 · OSTI ID:1432440

Zhao, Xinpeng ^[1];

^[2]; Liu, Qingkun ^[1]; Smalyukh, Ivan I. ^[1]; Yang, Ronggui ^[3]

Univ. of Colorado, Boulder, CO (United States)
Univ. of Colorado, Boulder, CO (United States); China Univ. of Mining and Technology, Xuzhou (China)
Univ. of Colorado, Boulder, CO (United States); National Renewable Energy Lab. (NREL), Golden, CO (United States)

Understanding thermal transport in nanofiber networks is essential for their applications in thermal management, which are used extensively as mechanically sturdy thermal insulation or high thermal conductivity materials. In this study, using the statistical theory and Fourier's law of heat conduction while accounting for both the inter-fiber contact thermal resistance and the intrinsic thermal resistance of nanofibers, an analytical model is developed to predict the thermal conductivity of nanofiber networks as a function of their geometric and thermal properties. A scaling relation between the thermal conductivity and the geometric properties including volume fraction and nanofiber length of the network is revealed. This model agrees well with both numerical simulations and experimental measurements found in the literature. This model may prove useful in analyzing the experimental results and designing nanofiber networks for both high and low thermal conductivity applications.

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Research Organization:: National Renewable Energy Laboratory (NREL), Golden, CO (United States)

Sponsoring Organization:: USDOE Advanced Research Projects Agency - Energy (ARPA-E)

Grant/Contract Number:: AC36-08GO28308; AR0000743

OSTI ID:: 1432440

Alternate ID(s):: OSTI ID: 1422261

Report Number(s):: NREL/JA-5500-71269; TRN: US1802659

Journal Information:: Journal of Applied Physics, Vol. 123, Issue 8; ISSN 0021-8979

Publisher:: American Institute of Physics (AIP)Copyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 41 works

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References (42)

Heat conduction in carbon nanotube materials: Strong effect of intrinsic thermal conductivity of carbon nanotubes Volkov, Alexey N.; Zhigilei, Leonid V. Applied Physics Letters, Vol. 101, Issue 4 https://doi.org/10.1063/1.4737903	journal	July 2012
Thermal and Electrical Transport in Ultralow Density Single-Walled Carbon Nanotube Networks Zhang, Ke Jia; Yadav, Abhishek; Kim, Kyu Hun Advanced Materials, Vol. 25, Issue 21 https://doi.org/10.1002/adma.201300059	journal	April 2013
Scaling Laws and Mesoscopic Modeling of Thermal Conductivity in Carbon Nanotube Materials Volkov, Alexey N.; Zhigilei, Leonid V. Physical Review Letters, Vol. 104, Issue 21 https://doi.org/10.1103/PhysRevLett.104.215902	journal	May 2010
Thermal Boundary Conductance between Multi-Walled Carbon Nanotubes Yamada, Yutaka; Nishiyama, Takashi; Yasuhara, Takahiro Journal of Thermal Science and Technology, Vol. 7, Issue 1 https://doi.org/10.1299/jtst.7.190	journal	January 2012
A three-dimensional carbon nano-network for high performance lithium ion batteries Tian, Miao; Wang, Wei; Liu, Yang Nano Energy, Vol. 11 https://doi.org/10.1016/j.nanoen.2014.11.006	journal	January 2015
Upscaling the diffusion equations in particulate media made of highly conductive particles. I. Theoretical aspects Vassal, J. -P.; Orgéas, L.; Favier, D. Physical Review E, Vol. 77, Issue 1 https://doi.org/10.1103/PhysRevE.77.011302	journal	January 2008
The thermal conductivity of textiles Baxter, S. Proceedings of the Physical Society, Vol. 58, Issue 1 https://doi.org/10.1088/0959-5309/58/1/310	journal	January 1946
Modelling microstructure effects on the conduction in fibrous materials with fibre–fibre interface barriers Vassal, J-P; Orgéas, L.; Favier, D. Modelling and Simulation in Materials Science and Engineering, Vol. 16, Issue 3 https://doi.org/10.1088/0965-0393/16/3/035007	journal	March 2008
In-plane conduction of polymer composite plates reinforced with architectured networks of Copper fibres Orgéas, Laurent; Dumont, Pierre J. J.; Vassal, Jean-Pierre Journal of Materials Science, Vol. 47, Issue 6 https://doi.org/10.1007/s10853-011-6126-z	journal	November 2011
Mechanical and electrical properties of a MWNT/epoxy composite Allaoui, A. Composites Science and Technology, Vol. 62, Issue 15 https://doi.org/10.1016/S0266-3538(02)00129-X	journal	November 2002
Upscaling the diffusion equations in particulate media made of highly conductive particles. II. Application to fibrous materials Vassal, J. -P.; Orgéas, L.; Favier, D. Physical Review E, Vol. 77, Issue 1 https://doi.org/10.1103/PhysRevE.77.011303	journal	January 2008
Interfacial thermal resistance between carbon nanotubes: Molecular dynamics simulations and analytical thermal modeling Zhong, Hongliang; Lukes, Jennifer R. Physical Review B, Vol. 74, Issue 12 https://doi.org/10.1103/PhysRevB.74.125403	journal	September 2006
The effect of mesoscopic shape on thermal properties of multi-walled carbon nanotube mats Heo, Young Jin; Yun, Chang Hun; Kim, Woo Nyon Current Applied Physics, Vol. 11, Issue 5 https://doi.org/10.1016/j.cap.2011.02.007	journal	September 2011
Thermal conductivity of misaligned short-fiber-reinforced polymer composites Fu, Shao-Yun; Mai, Yiu-Wing Journal of Applied Polymer Science, Vol. 88, Issue 6 https://doi.org/10.1002/app.11864	journal	February 2003
Highly Thermal Conductive Copper Nanowire Composites with Ultralow Loading: Toward Applications as Thermal Interface Materials Wang, Shouling; Cheng, Yin; Wang, Ranran ACS Applied Materials & Interfaces, Vol. 6, Issue 9 https://doi.org/10.1021/am500009p	journal	April 2014
Computational Model for Transport in Nanotube-Based Composites With Applications to Flexible Electronics Kumar, Satish; Alam, Muhammad A.; Murthy, Jayathi Y. Journal of Heat Transfer, Vol. 129, Issue 4 https://doi.org/10.1115/1.2709969	journal	August 2006
Quasi-ballistic carbon nanotube array transistors with current density exceeding Si and GaAs Brady, Gerald J.; Way, Austin J.; Safron, Nathaniel S. Science Advances, Vol. 2, Issue 9 https://doi.org/10.1126/sciadv.1601240	journal	September 2016
Influence of different carbon nanotubes on the mechanical properties of epoxy matrix composites – A comparative study Gojny, F.; Wichmann, M.; Fiedler, B. Composites Science and Technology, Vol. 65, Issue 15-16 https://doi.org/10.1016/j.compscitech.2005.04.021	journal	December 2005
Thermal conductivity of chirality-sorted carbon nanotube networks Lian, Feifei; Llinas, Juan P.; Li, Zuanyi Applied Physics Letters, Vol. 108, Issue 10 https://doi.org/10.1063/1.4942968	journal	March 2016
Effective thermal conductivity of particulate composites with interfacial thermal resistance Nan, Ce-Wen; Birringer, R.; Clarke, David R. Journal of Applied Physics, Vol. 81, Issue 10 https://doi.org/10.1063/1.365209	journal	May 1997
A review and analysis of electrical percolation in carbon nanotube polymer composites Bauhofer, Wolfgang; Kovacs, Josef Z. Composites Science and Technology, Vol. 69, Issue 10 https://doi.org/10.1016/j.compscitech.2008.06.018	journal	August 2009
Anomalous thermal conductivity enhancement in nanotube suspensions Choi, S. U. S.; Zhang, Z. G.; Yu, W. Applied Physics Letters, Vol. 79, Issue 14 https://doi.org/10.1063/1.1408272	journal	October 2001
In-Plane Anisotropic Thermally Conductive Nanopapers by Drawing Bacterial Cellulose Hydrogels Uetani, Kojiro; Okada, Takumi; Oyama, Hideko T. ACS Macro Letters, Vol. 6, Issue 4 https://doi.org/10.1021/acsmacrolett.7b00087	journal	March 2017
Carbon nanotube composites for thermal management Biercuk, M. J.; Llaguno, M. C.; Radosavljevic, M. Applied Physics Letters, Vol. 80, Issue 15 https://doi.org/10.1063/1.1469696	journal	April 2002
Radiant Heat Transfer in Fibrous Thermal Insulation Hager, Nathaniel E.; Steere, Robin C. Journal of Applied Physics, Vol. 38, Issue 12 https://doi.org/10.1063/1.1709200	journal	November 1967
Thermal Conductivity in Nanostructured Films: From Single Cellulose Nanocrystals to Bulk Films Diaz, Jairo A.; Ye, Zhijiang; Wu, Xiawa Biomacromolecules, Vol. 15, Issue 11 https://doi.org/10.1021/bm501131a	journal	October 2014
A Modified Analysis of the Microstructural Characteristics of General Fiber Assemblies Textile Research Journal, Vol. 63, Issue 6 https://doi.org/10.1177/004051759306300605	journal	June 1993
High-Density Carbon Nanotube Buckypapers with Superior Transport and Mechanical Properties Zhang, Ling; Zhang, Guang; Liu, Changhong Nano Letters, Vol. 12, Issue 9 https://doi.org/10.1021/nl3023274	journal	January 2012
Investigation of the effect of the gas permeation induced by pressure gradient on transient heat transfer in silica aerogel Liu, He; Li, Zeng-Yao; Zhao, Xin-Peng International Journal of Heat and Mass Transfer, Vol. 95 https://doi.org/10.1016/j.ijheatmasstransfer.2016.01.003	journal	April 2016
Inter-tube thermal conductance in carbon nanotubes arrays and bundles: Effects of contact area and pressure Evans, William J.; Shen, Meng; Keblinski, Pawel Applied Physics Letters, Vol. 100, Issue 26 https://doi.org/10.1063/1.4732100	journal	June 2012
Upper bound to the thermal conductivity of carbon nanotube pellets Chalopin, Yann; Volz, Sebastian; Mingo, Natalio Journal of Applied Physics, Vol. 105, Issue 8 https://doi.org/10.1063/1.3088924	journal	April 2009
A review of fabrication and applications of carbon nanotube film-based flexible electronics Park, Steve; Vosguerichian, Michael; Bao, Zhenan Nanoscale, Vol. 5, Issue 5 https://doi.org/10.1039/c3nr33560g	journal	January 2013
Transport in Stochastic Fibrous Networks Cheng, X.; Sastry, A. M.; Layton, B. E. Journal of Engineering Materials and Technology, Vol. 123, Issue 1 https://doi.org/10.1115/1.1322357	journal	July 2000
Thermal conduction phenomena in carbon nanotubes and related nanostructured materials Marconnet, Amy M.; Panzer, Matthew A.; Goodson, Kenneth E. Reviews of Modern Physics, Vol. 85, Issue 3 https://doi.org/10.1103/RevModPhys.85.1295	journal	August 2013
Percolating Conduction in Finite Nanotube Networks Kumar, S.; Murthy, J. Y.; Alam, M. A. Physical Review Letters, Vol. 95, Issue 6, Article No. 066802 https://doi.org/10.1103/PhysRevLett.95.066802	journal	August 2005
Effect of carbon nanotube (CNT) content on the mechanical properties of CNT-reinforced aluminium composites Esawi, A. M. K.; Morsi, K.; Sayed, A. Composites Science and Technology, Vol. 70, Issue 16 https://doi.org/10.1016/j.compscitech.2010.05.004	journal	December 2010
Thermal conductivity and interfacial resistance in single-wall carbon nanotube epoxy composites Bryning, M. B.; Milkie, D. E.; Islam, M. F. Applied Physics Letters, Vol. 87, Issue 16 https://doi.org/10.1063/1.2103398	journal	October 2005
Thermal conductivity prediction of a Cu circular nanowire Huang, Congliang; Feng, Yanhui; Zhang, Xinxin Physica E: Low-dimensional Systems and Nanostructures, Vol. 58 https://doi.org/10.1016/j.physe.2013.12.002	journal	April 2014
Strongly anisotropic thermal and electrical conductivities of a self-assembled silver nanowire network Cheng, Zhe; Han, Meng; Yuan, Pengyu RSC Advances, Vol. 6, Issue 93 https://doi.org/10.1039/C6RA20331K	journal	January 2016
A multi-level fractal model for the effective thermal conductivity of silica aerogel Li, Zeng-Yao; Liu, He; Zhao, Xin-Peng Journal of Non-Crystalline Solids, Vol. 430 https://doi.org/10.1016/j.jnoncrysol.2015.09.023	journal	December 2015
Turning Carbon Nanotubes from Exceptional Heat Conductors into Insulators Prasher, Ravi S.; Hu, X. J.; Chalopin, Y. Physical Review Letters, Vol. 102, Issue 10 https://doi.org/10.1103/PhysRevLett.102.105901	journal	March 2009
Thermal resistance of metal nanowire junctions in the ballistic regime Venkatesh, R.; Amrit, Jay; Chalopin, Yann Physical Review B, Vol. 83, Issue 11 https://doi.org/10.1103/PhysRevB.83.115425	journal	March 2011

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