The refractive index and absorption coefficient fields in participating media are reconstructed simultaneously in this work. In the direct model, the coupled radiation–conduction heat transfer in participating media exposed to a pulse laser irradiation is solved by finite volume method (FVM). In the inverse model, the sequential quadratic programming (SQP) algorithm combined with the generalized Gaussian Markov random field (GGMRF) model is employed to solve the reconstruction problem. It is found that the refractive index and absorption coefficient fields cannot be reconstructed simultaneously. A secondary reconstruction technique based on different regularization parameters is proposed to reconstruct the refractive index and absorption coefficient fields simultaneously. All the retrieval results indicate that the proposed secondary reconstruction technique performs accurately and effectively.
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Research-Article
Reconstruction of Radiative Properties Fields in Participating Media by Using the Sequential Quadratic Programing Combined With Regularization Technique
Lin-Yang Wei,
Lin-Yang Wei
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
Search for other works by this author on:
Hong Qi,
Hong Qi
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: qihong@hit.edu.cn
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: qihong@hit.edu.cn
Search for other works by this author on:
Xiao-Luo Zhang,
Xiao-Luo Zhang
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
Search for other works by this author on:
Shuang Wen,
Shuang Wen
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
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Md Arafat Islam,
Md Arafat Islam
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
Search for other works by this author on:
Li-Ming Ruan
Li-Ming Ruan
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: ruanlm@hit.edu.cn
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: ruanlm@hit.edu.cn
Search for other works by this author on:
Lin-Yang Wei
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
Hong Qi
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: qihong@hit.edu.cn
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: qihong@hit.edu.cn
Xiao-Luo Zhang
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
Shuang Wen
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
Md Arafat Islam
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
Ministry of Industry and Information Technology,
Harbin 150001, China
Li-Ming Ruan
School of Energy Science and Engineering,
Harbin Institute of Technology,
Harbin 150001, China;
Harbin Institute of Technology,
Harbin 150001, China;
Key Laboratory of Aerospace Thermophysics,
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: ruanlm@hit.edu.cn
Ministry of Industry and Information Technology,
Harbin 150001, China
e-mail: ruanlm@hit.edu.cn
1Corresponding author.
Contributed by the Heat Transfer Division of ASME for publication in the JOURNAL OF HEAT TRANSFER. Manuscript received June 8, 2018; final manuscript received October 25, 2018; published online December 13, 2018. Assoc. Editor: Xiulin Ruan.
J. Heat Transfer. Feb 2019, 141(2): 022702 (10 pages)
Published Online: December 13, 2018
Article history
Received:
June 8, 2018
Revised:
October 25, 2018
Citation
Wei, L., Qi, H., Zhang, X., Wen, S., Islam, M. A., and Ruan, L. (December 13, 2018). "Reconstruction of Radiative Properties Fields in Participating Media by Using the Sequential Quadratic Programing Combined With Regularization Technique." ASME. J. Heat Transfer. February 2019; 141(2): 022702. https://doi.org/10.1115/1.4041831
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