THERMAL SCIENCE

International Scientific Journal

ESTIMATION OF RADIATIVE PARAMETERS IN PARTICIPATING MEDIA USING SHUFFLED FROG LEAPING ALGORITHM

ABSTRACT
The transient radiative transfer in 1-D homogeneous media with ultra-short Gaussian pulse laser irradiated was investigation by the finite volume method. The concept of optimal detection distance was proposed. The radiation characteristic was studied thoroughly. Afterwards, a memetic meta-heuristic shuffled frog leaping algorithm was introduced to inverse transient radiative problems. It is demonstrated that the extinction coefficient and scattering albedo can be retrieved accurately even with noisy data in a homogeneous absorbing and isotropic scattering plane-parallel slab. Finally, a technique was proposed to accelerate the inverse process by reducing the searching space of the radiative parameters.
KEYWORDS
PAPER SUBMITTED: 2015-08-14
PAPER REVISED: 2015-09-15
PAPER ACCEPTED: 2015-09-16
PUBLISHED ONLINE: 2015-09-26
DOI REFERENCE: https://doi.org/10.2298/TSCI150814146R
CITATION EXPORT: view in browser or download as text file
THERMAL SCIENCE YEAR 2017, VOLUME 21, ISSUE Issue 6, PAGES [2287 - 2297]
REFERENCES
  1. Guo, Z., Kumar, S., Three-dimensional discrete ordinates method in transient radiative transfer, Journal of thermophysics and heat transfer, 16(2002), pp. 289-296
  2. Kato, A., Watanabe, M., Morgenroth, J., Gomez, C., Field tree measurement using terrestrial laser for radar remote sensing, Asia-Pacific Conference on Synthetic Aperture Radar (APSAR) IEEE, Tsukuba, 2013, pp. 119-121
  3. Bhowmik, A., Repaka, R., Mishra, S. C., Mitra, K., Analysis of radiative signals from normal and malignant human skins subjected to a short-pulse laser, International Journal of Heat and Mass Transfer, 68(2014), pp. 278-294
  4. Singh, R., Das, K., Mishra, S. C., Laser-induced hyperthermia of nanoshell mediated vascularized tissue-A numerical study. Journal of thermal biology, 44(2014), pp. 55-62
  5. Guo, Z., Kumar, S., Three-dimensional discrete ordinates method in transient radiative transfer, Journal of Thermophysics and Heat Transfer, 16(2002), 3, pp. 289-296
  6. Sakami, M., Mitra, K., Hsu, P. F., Analysis of light pulse transport through two-dimensional scattering and absorbing media', Journal of Quantitative Spectroscopy and Radiative Transfer, 73(2002), 2, pp. 169-179
  7. Liu, L. H., Ruan, L. M., Tan, H. P., On the discrete ordinates method for radiative heat transfer in anisotropically scattering media, International Journal of Heat and Mass Transfer, 45(2002), 15, pp. 3259-3262
  8. Chai, J. C., One-dimensional transient radiation heat transfer modeling using a finite-volume method, Numerical Heat Transfer B, 44(2003), 2, pp. 187-208
  9. Chai, J. C., Hsu, P. F., Lam, Y. C., Three-dimensional transient radiative transfer modeling using the finite volume method Journal of Quantitative Spectroscopy and Radiative Transfer, 2004, 86(2004), 3, pp. 299-313
  10. Mishra, S. C., Chug, P., Kumar, P., Mitra, K., Development and comparison of the DTM, the DOM and the FVM formulations for the short-pulse laser transport through a participating medium, International Journal of Heat and Mass Transfer, 49(2006), 11-12, pp. 1820-1832
  11. Wu, C. Y., Propagation of scattered radiation in a participating planar medium with pulse irradiation, Journal of Quantitative Spectroscopy and Radiative Transfer, 64(2000), 5, pp. 537-548
  12. Ruan, L. M., An, W., Tan, H. P., Transient radiative transfer of ultra-short pulse in two-dimensional inhomogeneous media, Journal of Engineering Thermophysics, 28(2007), 6, pp. 998-1000
  13. Ruan, L. M., An, W., Tan, H. P., Qi, H., Least-Squares Finite Element Method for multidimensional radiative heat transfer in absorbing and scattering medium, Numerical Heat Transfer, Part A,. 51(2007), 7, pp. 657-677
  14. Hsu, P. F., Effects of multiple scattering and reflective boundary on the transient radiative transfer process, International Journal of Thermal Sciences, 40(2001), 6, pp. 539-549
  15. An, W., Ruan, L. M., Qi, H., Inverse radiation problem in one-dimensional slab by time-resolved reflected and transmitted signals, Journal of Quantitative Spectroscopy and Radiative Transfer, 107(2007), 1, pp. 47-60
  16. Salinas, C. T., Inverse radiation analysis in two-dimensional gray media using the discrete ordinates method with a multidimensional scheme, International Journal of Thermal Sciences, 49(2010), 2, pp. 302-310
  17. Moré, J. J., The Levenberg-Marquardt algorithm: implementation and theory, Springer, Berlin Heidelberg, Germany, 1978
  18. Budil, D. E., Lee, S., Saxena, S., Freed, J. H., Nonlinear-least-squares analysis of slow-motion EPR spectra in one and two dimensions using a modified Levenberg-Marquardt algorithm. Journal of Magnetic Resonance, Series A, 120(1996), 2, pp. 155-189.
  19. Qi, H., Ruan, L. M., Zhang, H. C., Wang, Y. M., Tan H. P., Inverse radiation analysis of a one-dimensional participating slab by stochastic particle swarm optimizer algorithm, International Journal of Thermal Sciences, 46(2007), 7, pp. 649-661
  20. Ren, Y. T., Qi, H., Chen, Q., Ruan, L. M., Tan, H. P., Simultaneous retrieval of the complex refractive index and particle size distribution, Optics Express, 23(2015), 15, pp. 19328-19337
  21. Zhang, B., Qi, H., Ren, Y. T., Sun, S. C., Ruan, L. M., Application of homogenous continuous Ant Colony Optimization algorithm to inverse problem of one-dimensional coupled radiation and conduction heat transfer, International Journal of Heat and Mass Transfer, 66(2013), pp. 507-516
  22. Zhang, B., Qi, H., Sun, S. C., Ruan, L. M., Tan, H. P., A novel hybrid ant colony optimization and particle swarm optimization algorithm for inverse problems of coupled radiative and conductive heat transfer, Thermal Science, 00(2014), pp. 23-23
  23. Kim, K. W., Baek, S. W., Efficient inverse radiation analysis in a cylindrical geometry using a combined method of hybrid genetic algorithm and finite difference Newton method, Journal of Quantitative Spectroscopy and Radiative Transfer, 108(2007), 3, pp. 423-439
  24. Eusuff, M. M., Lansey, K. E., Optimization of water distribution network design using the shuffled frog leaping algorithm, Journal of Water Resource Planning and Management, 129(2003) 3, pp. 210-225
  25. Kennedy, J., Eberhart, R., Particle Swarm Optimization, Neural Networks, Proceedings. IEEE International Conference, Perth, Australia, 1995, pp. 1942-1948
  26. Elbeltagiy, E., Hegazyz, T., Griersonz, D., A modified shuffled frog-leaping optimization algorithm: applications to project management, Structure and Infrastructure Engineering: Maintenance, 3(2007), 1, pp. 153-60
  27. Moscato, P., Cotta, C., Mendes A., Memetic algorithms, Springer, Berlin Heidelberg, Germany, 2004
  28. Rahimi-Vahed, A., Mirzaei, A. H., A hybrid multi-objective shuffled frog-leaping algorithm for a mixed-model assembly line sequencing problem. Computers & Industrial Engineering, 53(2007) 4, pp. 642-666
  29. Ebrahimi, J., Hosseinian, S. H., Gharehpetian, G. B., Unit commitment problem solution using shuffled frog leaping algorithm. Power Systems, IEEE Transactions on, 26(2011), 2, pp. 573-581
  30. Pan, Q. K., Wang, L., Gao, L., Li, J. Q., An effective shuffled frog-leaping algorithm for lot-streaming flow shop scheduling problem. The International Journal of Advanced Manufacturing Technology, 52(2011), 5-8, pp. 699-713.
  31. Smith, K. D., Katika, K. M., Pilon, L., Maximum time-resolved hemispherical reflectance of absorbing and isotropically scattering media, Journal of Quantitative Spectroscopy and Radiative Transfer, 104(2007), 3, pp. 384-399
  32. Modest, M. F., Radiative heat transfer, Academic Press, San Diego, USA, 2003
  33. Qi, H., Ren, Y. T., Chen, Q., Ruan, L. M., Fast method of retrieving the asymmetry factor and scattering albedo from the maximum time-resolved reflectance of participating media, Applied Optics, 54(2015), 16, pp. 5234-5242
  34. Guo, Z., Kumar, S., Discrete-ordinates solution of short-pulsed laser transport in two-dimensional turbid media, Applied Optics, 40(2001), 19, pp. 3156-3163
  35. Ruan, L. M., Wang, S. G., Qi, H., Analysis of the characteristics of time-resolved signals for transient Radiative transfer in scattering participating media, Journal of Quantitative Spectroscopy and Radiative Transfer, 111(2010), 16, pp. 2405-2414

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