References

Last updated

16 October 2026

The method

The fundamental method is presented in Bielefeld (2026).

The zone method

For reciprocal exchange factors, the method reproduces the zone method of Hottel (Hottel and Cohen 1958; Hottel and Sarofim 1967), in the explicit matrix form of Noble (Noble 1975).

The exchange factor method

The method builds on the exchange factor method of Larsen and Howell (Larsen 1983; Larsen and Howell 1985).

View factors and ray tracing

Analytical view factors are evaluated from the expression of Narayanaswamy (2015), in a translation of the implementation by Kerkhoff and Wagner (Kerkhoff and Wagner 2021a, 2021b). Rays are intersected with triangles by the method of Möller and Trumbore (1997), accelerated by bounding volume hierarchies built after Wald (2007).

Sampling

Ray emission is sampled from Sobol sequences (Sobol’ 1967; Joe and Kuo 2008), as provided by Sobol.jl (Johnson, n.d.).

Smoothing

Ray-traced exchange factors are smoothed by projection onto reciprocity and energy conservation, using Dykstra’s algorithm (Dykstra 1983); least-squares smoothing of direct exchange areas goes back to Larsen and Howell (1986).

Physics and validation

The examples are validated against Crosbie and Schrenker (1984), Heaslet and Warming (1965) and the Henyey–Greenstein phase function (Henyey and Greenstein 1941), with background from Howell et al. (2021) and Modest and Mazumder (2022).

Software

The package is written in Julia (Bezanson et al. 2017) and uses ConvolutionInterpolations.jl (Bielefeld 2025) for spectral binning and the Planck tables; figures are drawn with Makie.jl (Danisch and Krumbiegel 2021) and Plots.jl (Christ et al. 2023).

Bibliography

Bezanson, Jeff, Alan Edelman, Stefan Karpinski, and Viral B. Shah. 2017. “Julia: A Fresh Approach to Numerical Computing.” SIAM Review 59 (1): 65–98. https://doi.org/10.1137/141000671.
Bielefeld, Nikolaj Maack. 2025. ConvolutionInterpolations.jl. https://doi.org/10.5281/zenodo.23354656.
Bielefeld, Nikolaj Maack. 2026. Non-Negativity, Non-Singularity and Energy Conservation of the Zonal Method with Non-Reciprocal Exchange Factors. https://doi.org/10.48550/arXiv.2512.22157.
Born, M., and E. Wolf. 1980. Principles of Optics - Electromagnetic Theory of Propagation, Interference and Diffraction of Light. Sixth (corrected) edition. Pergamon Press.
Chandrasekhar, S. 1950. Radiative Transfer. International Series of Monographs on Physics. Clarendon Press. https://archive.org/details/radiativetransfe0000scha.
Christ, Simon, Daniel Schwabeneder, Christopher Rackauckas, Michael Krabbe Borregaard, and Thomas Breloff. 2023. “Plots.jl – a User Extendable Plotting API for the Julia Programming Language.” Journal of Open Research Software 11 (1): 5. https://doi.org/10.5334/jors.431.
Crosbie, A. L., and R. G. Schrenker. 1984. “Radiative Transfer in a Two-Dimensional Rectangular Medium Exposed to Diffuse Radiation.” Journal of Quantitative Spectroscopy and Radiative Transfer 31 (4): 339–72. https://doi.org/10.1016/0022-4073(84)90095-5.
Danisch, Simon, and Julius Krumbiegel. 2021. “Makie.jl: Flexible High-Performance Data Visualization for Julia.” Journal of Open Source Software 6 (65): 3349. https://doi.org/10.21105/joss.03349.
Daun, K. J., D. P. Morton, and J. R. Howell. 2005. “Smoothing Monte Carlo Exchange Factors Through Constrained Maximum Likelihood Estimation.” Journal of Heat Transfer 127 (10): 1124–28. https://doi.org/10.1115/1.2035111.
Dykstra, Richard L. 1983. “An Algorithm for Restricted Least Squares Regression.” Journal of the American Statistical Association 78 (384): 837–42. https://doi.org/10.1080/01621459.1983.10477029.
Heaslet, M. A., and R. F. Warming. 1965. “Radiative Transport and Wall Temperature Slip in an Absorbing Planar Medium.” International Journal of Heat and Mass Transfer 8 (7): 979–94. https://doi.org/10.1016/0017-9310(65)90083-9.
Henyey, L. G., and J. L. Greenstein. 1941. “Diffuse Radiation in the Galaxy.” The Astrophysical Journal 93: 70–83. https://doi.org/10.1086/144246.
Horn, Roger A., and Charles R. Johnson. 2013. Matrix Analysis. 2nd ed. Cambridge University Press. https://doi.org/10.1017/CBO9781139020411.
Hottel, H. C., and E. S. Cohen. 1958. “Radiant Heat Exchange in a Gas-Filled Enclosure: Allowance for Nonuniformity of Gas Temperature.” AIChE Journal 4 (1): 3–14. https://doi.org/10.1002/aic.690040103.
Hottel, H. C., and A. F. Sarofim. 1967. Radiative Transfer. McGraw-Hill. https://archive.org/details/radiativetransfe0000hoyt.
Howell, John R., and Kyle J. Daun. 2021. “The Past and Future of the Monte Carlo Method in Thermal Radiation Transfer.” Journal of Heat Transfer 143 (10). https://doi.org/10.1115/1.4050719.
Howell, John R., M. Pinar Mengüç, Kyle J. Daun, and Robert Siegel. 2021. Thermal Radiation Heat Transfer. 7th ed. CRC Press. https://doi.org/10.1201/9780429327308.
Joe, Stephen, and Frances Y. Kuo. 2008. “Constructing Sobol Sequences with Better Two-Dimensional Projections.” SIAM Journal on Scientific Computing 30 (5): 2635–54. https://doi.org/10.1137/070709359.
Johnson, Steven G. n.d. Sobol.jl: Sobol Sequences in Julia. https://github.com/JuliaMath/Sobol.jl.
Kerkhoff, J. A., and M. J. Wagner. 2021a. “A Flexible Thermal Model for Solar Cavity Receivers Using Analytical View Factors.” Proceedings of the ASME 2021 15th International Conference on Energy Sustainability. https://doi.org/10.1115/ES2021-63810.
Kerkhoff, J. A., and M. J. Wagner. 2021b. viewFactor.m. Energy Systems Optimization Lab, University of Wisconsin–Madison. https://github.com/uw-esolab/docs/tree/main/tools/viewfactor.
Kirchhoff, G. 1860. “Ueber Das Verhältniss Zwischen Dem Emissionsvermögen Und Dem Absorptionsvermögen Der körper für wärme Und Licht.” Annalen Der Physik Und Chemie 109: 275–301. https://doi.org/10.1002/andp.18601850205.
Larsen, M. E. 1983. “The Exchange Factor Method: An Alternative Zonal Formulation for Analysis of Radiating Enclosures Containing Participating Media.” PhD thesis, The University of Texas at Austin. https://www.osti.gov/biblio/5004297.
Larsen, M. E., and J. R. Howell. 1985. “The Exchange Factor Method: An Alternative Basis for Zonal Analysis of Radiating Enclosures.” Journal of Heat Transfer 107 (4): 936–42. https://doi.org/10.1115/1.3247524.
Larsen, M. E., and J. R. Howell. 1986. “Least-Squares Smoothing of Direct-Exchange Areas in Zonal Analysis.” Journal of Heat Transfer 108 (1): 239–42. https://doi.org/10.1115/1.3246898.
Metropolis, Nicholas, and S. Ulam. 1949. “The Monte Carlo Method.” Journal of the American Statistical Association 44 (247): 335–41. https://doi.org/10.1080/01621459.1949.10483310.
Modest, Michael F., and Sandip Mazumder. 2022. Radiative Heat Transfer. 4th ed. Academic Press. https://doi.org/10.1016/C2018-0-03206-5.
Möller, Tomas, and Ben Trumbore. 1997. “Fast, Minimum Storage Ray-Triangle Intersection.” Journal of Graphics Tools 2 (1): 21–28. https://doi.org/10.1080/10867651.1997.10487468.
Narayanaswamy, Arvind. 2015. “An Analytic Expression for Radiation View Factor Between Two Arbitrarily Oriented Planar Polygons.” International Journal of Heat and Mass Transfer 91: 841–47. https://doi.org/10.1016/j.ijheatmasstransfer.2015.07.131.
Noble, James J. 1975. “The Zone Method: Explicit Matrix Relations for Total Exchange Areas.” International Journal of Heat and Mass Transfer 18 (2): 261–69. https://doi.org/10.1016/0017-9310(75)90158-1.
Schwarzschild, K. 1906. “Ueber Das Gleichgewicht Der Sonnenatmosphäre.” Nachrichten von Der Gesellschaft Der Wissenschaften Zu Göttingen, Mathematisch-Physikalische Klasse, 41–53. https://www.digizeitschriften.de/download/pdf/252457811_1906/log9.pdf.
Sobol’, I. M. 1967. “On the Distribution of Points in a Cube and the Approximate Evaluation of Integrals.” USSR Computational Mathematics and Mathematical Physics 7 (4): 86–112. https://doi.org/10.1016/0041-5553(67)90144-9.
Wald, Ingo. 2007. “On Fast Construction of SAH-Based Bounding Volume Hierarchies.” Proceedings of the 2007 IEEE Symposium on Interactive Ray Tracing, 33–40. https://doi.org/10.1109/RT.2007.4342588.