Comparison of approximate solutions to the phonon Boltzmann transport equation with the relaxation time approximation: Spherical harmonics expansions and the discrete ordinates method
Abstract
In this study, the phonon Boltzmann transport equation is used to analyze model problems in one and two spatial dimensions, under transient and steady-state conditions. New, explicit solutions are obtained by using the P1 and P3 approximations, based on expansions in spherical harmonics, and are compared with solutions from the discrete ordinates method. For steady-state energy transfer, it is shown that analytic expressions derived using the P1 and P3 approximations agree quantitatively with the discrete ordinates method, in some cases for large Knudsen numbers, and always for Knudsen numbers less than unity. However, for time-dependent energy transfer, the PN solutions differ qualitatively from converged solutions obtained by the discrete ordinates method. Although they correctly capture the wave-like behavior of energy transfer at short times, the P1 and P3 approximations rely on one or two wave velocities, respectively, yielding abrupt, step-changes in temperature profiles that are absent when the angular dependence of the phonon velocities is captured more completely. It is shown that, with the gray approximation, the P1 approximation is formally equivalent to the so-called “hyperbolic heat equation.” In conclusion, these results support the use of the PN approximation to find solutions to the phonon Boltzmann transport equation for steady-statemore »
- Authors:
-
- Univ. of California, Davis, CA (United States)
- Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
- Publication Date:
- Research Org.:
- Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA)
- OSTI Identifier:
- 1558868
- Alternate Identifier(s):
- OSTI ID: 1436015
- Report Number(s):
- LLNL-JRNL-740667
Journal ID: ISSN 0021-8979; 894791; TRN: US2000259
- Grant/Contract Number:
- AC52-07NA27344
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Applied Physics
- Additional Journal Information:
- Journal Volume: 123; Journal Issue: 17; Journal ID: ISSN 0021-8979
- Publisher:
- American Institute of Physics (AIP)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 36 MATERIALS SCIENCE; 71 CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS
Citation Formats
Christenson, J. G., Austin, R. A., and Phillips, R. J. Comparison of approximate solutions to the phonon Boltzmann transport equation with the relaxation time approximation: Spherical harmonics expansions and the discrete ordinates method. United States: N. p., 2018.
Web. doi:10.1063/1.5022182.
Christenson, J. G., Austin, R. A., & Phillips, R. J. Comparison of approximate solutions to the phonon Boltzmann transport equation with the relaxation time approximation: Spherical harmonics expansions and the discrete ordinates method. United States. https://doi.org/10.1063/1.5022182
Christenson, J. G., Austin, R. A., and Phillips, R. J. Fri .
"Comparison of approximate solutions to the phonon Boltzmann transport equation with the relaxation time approximation: Spherical harmonics expansions and the discrete ordinates method". United States. https://doi.org/10.1063/1.5022182. https://www.osti.gov/servlets/purl/1558868.
@article{osti_1558868,
title = {Comparison of approximate solutions to the phonon Boltzmann transport equation with the relaxation time approximation: Spherical harmonics expansions and the discrete ordinates method},
author = {Christenson, J. G. and Austin, R. A. and Phillips, R. J.},
abstractNote = {In this study, the phonon Boltzmann transport equation is used to analyze model problems in one and two spatial dimensions, under transient and steady-state conditions. New, explicit solutions are obtained by using the P1 and P3 approximations, based on expansions in spherical harmonics, and are compared with solutions from the discrete ordinates method. For steady-state energy transfer, it is shown that analytic expressions derived using the P1 and P3 approximations agree quantitatively with the discrete ordinates method, in some cases for large Knudsen numbers, and always for Knudsen numbers less than unity. However, for time-dependent energy transfer, the PN solutions differ qualitatively from converged solutions obtained by the discrete ordinates method. Although they correctly capture the wave-like behavior of energy transfer at short times, the P1 and P3 approximations rely on one or two wave velocities, respectively, yielding abrupt, step-changes in temperature profiles that are absent when the angular dependence of the phonon velocities is captured more completely. It is shown that, with the gray approximation, the P1 approximation is formally equivalent to the so-called “hyperbolic heat equation.” In conclusion, these results support the use of the PN approximation to find solutions to the phonon Boltzmann transport equation for steady-state conditions. Such solutions can be useful in the design and analysis of devices that involve heat transfer at nanometer length scales, where continuum-scale approaches become inaccurate.},
doi = {10.1063/1.5022182},
journal = {Journal of Applied Physics},
number = 17,
volume = 123,
place = {United States},
year = {Fri May 04 00:00:00 EDT 2018},
month = {Fri May 04 00:00:00 EDT 2018}
}
Web of Science
Works referenced in this record:
Monte Carlo Study of Phonon Transport in Solid Thin Films Including Dispersion and Polarization
journal, January 2001
- Mazumder, Sandip; Majumdar, Arunava
- Journal of Heat Transfer, Vol. 123, Issue 4
ShengBTE: A solver of the Boltzmann transport equation for phonons
journal, June 2014
- Li, Wu; Carrete, Jesús; A. Katcho, Nebil
- Computer Physics Communications, Vol. 185, Issue 6
Lattice thermal transport in large-area polycrystalline graphene
journal, July 2014
- Aksamija, Z.; Knezevic, I.
- Physical Review B, Vol. 90, Issue 3
DSMC Scheme for Phonon Transport in Solid Thin Films
journal, April 2012
- Matsumoto, Mitsuhiro; Okano, Masaya; Masao, Yusuke
- Journal of Heat Transfer, Vol. 134, Issue 5
Lattice thermal conductivity of minerals at high temperatures
journal, February 1974
- Roufosse, Micheline C.; Klemens, P. G.
- Journal of Geophysical Research, Vol. 79, Issue 5
Multi-length and time scale thermal transport using the lattice Boltzmann method with application to electronics cooling
journal, January 2006
- Escobar, Rodrigo A.; Ghai, Sartaj S.; Jhon, Myung S.
- International Journal of Heat and Mass Transfer, Vol. 49, Issue 1-2
Note on the Spherical Harmonic Method As Applied to the Milne Problem for a Sphere
journal, April 1947
- Marshak, R. E.
- Physical Review, Vol. 71, Issue 7
Thin Film Phonon Heat Conduction by the Dispersion Lattice Boltzmann Method
journal, July 2008
- Escobar, Rodrigo A.; Amon, Cristina H.
- Journal of Heat Transfer, Vol. 130, Issue 9
A simple Boltzmann transport equation for ballistic to diffusive transient heat transport
journal, April 2015
- Maassen, Jesse; Lundstrom, Mark
- Journal of Applied Physics, Vol. 117, Issue 13
Steady-state heat transport: Ballistic-to-diffusive with Fourier's law
journal, January 2015
- Maassen, Jesse; Lundstrom, Mark
- Journal of Applied Physics, Vol. 117, Issue 3
Intrinsic phonon relaxation times from first-principles studies of the thermal conductivities of Si and Ge
journal, February 2010
- Ward, A.; Broido, D. A.
- Physical Review B, Vol. 81, Issue 8
Full-dispersion Monte Carlo simulation of phonon transport in micron-sized graphene nanoribbons
journal, October 2014
- Mei, S.; Maurer, L. N.; Aksamija, Z.
- Journal of Applied Physics, Vol. 116, Issue 16
Sub-Continuum Simulations of Heat Conduction in Silicon-on-Insulator Transistors
journal, June 2000
- Sverdrup, Per G.; Sungtaek Ju, Y.; Goodson, Kenneth E.
- Journal of Heat Transfer, Vol. 123, Issue 1
Direct numerical simulation of shear localization and decomposition reactions in shock-loaded HMX crystal
journal, May 2015
- Austin, Ryan A.; Barton, Nathan R.; Reaugh, John E.
- Journal of Applied Physics, Vol. 117, Issue 18
Cartesian Tensor Scalar Product and Spherical Harmonic Expansions in Boltzmann's Equation
journal, November 1960
- Johnston, T. Wyatt
- Physical Review, Vol. 120, Issue 4
Computational Heat Transfer in Complex Systems: A Review of Needs and Opportunities
journal, January 2012
- Murthy, Jayathi Y.; Mathur, Sanjay R.
- Journal of Heat Transfer, Vol. 134, Issue 3
A multiscale thermal modeling approach for ballistic and diffusive heat transport in two dimensional domains
journal, February 2014
- Donmezer, Nazli; Graham, Samuel
- International Journal of Thermal Sciences, Vol. 76
Comparison of Different Phonon Transport Models for Predicting Heat Conduction in Silicon-on-Insulator Transistors
journal, March 2005
- Narumanchi, Sreekant V. J.; Murthy, Jayathi Y.; Amon, Cristina H.
- Journal of Heat Transfer, Vol. 127, Issue 7
An Improved Computational Procedure for Sub-Micron Heat Conduction
journal, September 2003
- Murthy, J. Y.; Mathur, S. R.
- Journal of Heat Transfer, Vol. 125, Issue 5
Efficient simulation of multidimensional phonon transport using energy-based variance-reduced Monte Carlo formulations
journal, November 2011
- Péraud, Jean-Philippe M.; Hadjiconstantinou, Nicolas G.
- Physical Review B, Vol. 84, Issue 20
Thermal conductivity and ballistic-phonon transport in the cross-plane direction of superlattices
journal, June 1998
- Chen, G.
- Physical Review B, Vol. 57, Issue 23, p. 14958-14973
Hydrodynamic phonon transport in suspended graphene
journal, February 2015
- Lee, Sangyeop; Broido, David; Esfarjani, Keivan
- Nature Communications, Vol. 6, Issue 1
Thermal Conductivity of Complex Dielectric Crystals
journal, June 1973
- Roufosse, Micheline; Klemens, P. G.
- Physical Review B, Vol. 7, Issue 12
Ballistic-Diffusive Equations for Transient Heat Conduction From Nano to Macroscales
journal, August 2001
- Chen, Gang
- Journal of Heat Transfer, Vol. 124, Issue 2
Thermal transport at the nanoscale: A Fourier's law vs. phonon Boltzmann equation study
journal, January 2017
- Kaiser, J.; Feng, T.; Maassen, J.
- Journal of Applied Physics, Vol. 121, Issue 4
Demystifying umklapp vs normal scattering in lattice thermal conductivity
journal, November 2014
- Maznev, A. A.; Wright, O. B.
- American Journal of Physics, Vol. 82, Issue 11
Transient ballistic and diffusive phonon heat transport in thin films
journal, July 1993
- Joshi, A. A.; Majumdar, A.
- Journal of Applied Physics, Vol. 74, Issue 1
Phonon thermal transport in strained and unstrained graphene from first principles
journal, April 2014
- Lindsay, L.; Li, Wu; Carrete, Jesús
- Physical Review B, Vol. 89, Issue 15
Modified ballistic–diffusive equations for transient non-continuum heat conduction
journal, April 2015
- Zhang, Yujie; Ye, Wenjing
- International Journal of Heat and Mass Transfer, Vol. 83
A novel alternate approach for multiscale thermal transport using diffusion in the Boltzmann Transport Equation
journal, July 2011
- Pisipati, Subbalakshmi; Geer, James; Sammakia, Bahgat
- International Journal of Heat and Mass Transfer, Vol. 54, Issue 15-16
Modified Method of Characteristics for Simulating Microscale Energy Transport
journal, October 2004
- Pilon, Laurent; Katika, Kamal M.
- Journal of Heat Transfer, Vol. 126, Issue 5
Size effects in thermal conduction by phonons
journal, August 2014
- Allen, Philip B.
- Physical Review B, Vol. 90, Issue 5
Comparison of Green׳s function solutions for different heat conduction models in electronic nanostructures
journal, December 2015
- Janicki, Marcin; Samson, Agnieszka; Raszkowski, Tomasz
- Microelectronics Journal, Vol. 46, Issue 12
Advances in the measurement and computation of thermal phonon transport properties
journal, January 2015
- Minnich, A. J.
- Journal of Physics: Condensed Matter, Vol. 27, Issue 5
Nanoscale thermal transport
journal, January 2003
- Cahill, David G.; Ford, Wayne K.; Goodson, Kenneth E.
- Journal of Applied Physics, Vol. 93, Issue 2, p. 793-818
Works referencing / citing this record:
Study on the Thermal Conductivity Characteristics for Ultra-Thin Body FD SOI MOSFETs Based on Phonon Scattering Mechanisms
journal, August 2019
- Zhang, Guohe; Lai, Junhua; Su, Yali
- Materials, Vol. 12, Issue 16
Study on the Thermal Conductivity Characteristics for Ultra-Thin Body FD SOI MOSFETs Based on Phonon Scattering Mechanisms
journal, August 2019
- Zhang, Guohe; Lai, Junhua; Su, Yali
- Materials, Vol. 12, Issue 16