A hybrid LSQP algorithm for simultaneous reconstruction of the temperature and absorption coefficient field from the light-field image
•The temperature field and absorption coefficient can be retrieved simultaneously.•Estimated accuracy of absorption coefficient is lower than that of temperature.•Reconstructed distribution of temperature is accordance with the map of flame.•Estimated results of absorption coefficient is accordance...
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| Veröffentlicht in: | Infrared physics & technology Jg. 105; S. 103196 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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01.03.2020
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| ISSN: | 1350-4495, 1879-0275 |
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| Abstract | •The temperature field and absorption coefficient can be retrieved simultaneously.•Estimated accuracy of absorption coefficient is lower than that of temperature.•Reconstructed distribution of temperature is accordance with the map of flame.•Estimated results of absorption coefficient is accordance with the map of flame.
A hybrid Landweber method and the sequential quadratic programming (LSQP) algorithm is developed to reconstruct the three dimensional temperature field and absorption coefficient of flame by the light-field imaging technique. The line-of-sight method is employed to solve the direct problem of the radiative transfer procedure in flame. Numerical experiments are performed to verify the hybrid inverse algorithm and effect of measurement errors on the computational accuracy is also studied. All the simulated results show that the hybrid LSQP algorithm performs reliably and robustly. Furthermore, an experimental measurement is developed to reconstruct the temperature and absorption coefficient of the ethylene diffusion flame from the light-field image. All the experimental results show the proposed LSQP method is capable of reconstructing the 3D distribution of temperature and absorption coefficient simultaneously. |
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| AbstractList | •The temperature field and absorption coefficient can be retrieved simultaneously.•Estimated accuracy of absorption coefficient is lower than that of temperature.•Reconstructed distribution of temperature is accordance with the map of flame.•Estimated results of absorption coefficient is accordance with the map of flame.
A hybrid Landweber method and the sequential quadratic programming (LSQP) algorithm is developed to reconstruct the three dimensional temperature field and absorption coefficient of flame by the light-field imaging technique. The line-of-sight method is employed to solve the direct problem of the radiative transfer procedure in flame. Numerical experiments are performed to verify the hybrid inverse algorithm and effect of measurement errors on the computational accuracy is also studied. All the simulated results show that the hybrid LSQP algorithm performs reliably and robustly. Furthermore, an experimental measurement is developed to reconstruct the temperature and absorption coefficient of the ethylene diffusion flame from the light-field image. All the experimental results show the proposed LSQP method is capable of reconstructing the 3D distribution of temperature and absorption coefficient simultaneously. |
| ArticleNumber | 103196 |
| Author | Wen, Shuang Qi, Hong Ren, Ya-Tao Liu, Shao-Bin Huang, Xing Shi, Jing-Wen |
| Author_xml | – sequence: 1 givenname: Shuang surname: Wen fullname: Wen, Shuang organization: School of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, PR China – sequence: 2 givenname: Hong surname: Qi fullname: Qi, Hong email: qihong@hit.edu.cn organization: School of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, PR China – sequence: 3 givenname: Shao-Bin surname: Liu fullname: Liu, Shao-Bin organization: School of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, PR China – sequence: 4 givenname: Ya-Tao surname: Ren fullname: Ren, Ya-Tao organization: School of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, PR China – sequence: 5 givenname: Jing-Wen surname: Shi fullname: Shi, Jing-Wen organization: School of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, PR China – sequence: 6 givenname: Xing surname: Huang fullname: Huang, Xing organization: School of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, PR China |
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| CitedBy_id | crossref_primary_10_1016_j_egyai_2025_100530 crossref_primary_10_1016_j_infrared_2020_103404 crossref_primary_10_1016_j_optlaseng_2024_108219 crossref_primary_10_1016_j_jqsrt_2021_108047 crossref_primary_10_1007_s11431_020_1761_2 crossref_primary_10_1016_j_optlaseng_2020_106419 crossref_primary_10_1016_j_jqsrt_2025_109686 crossref_primary_10_3390_s22218199 crossref_primary_10_1016_j_ijleo_2021_167238 |
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| Title | A hybrid LSQP algorithm for simultaneous reconstruction of the temperature and absorption coefficient field from the light-field image |
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