Abstract

The multi-phase particle swarm optimization (MPPSO) technique is applied to retrieve the particle size distribution (PSD) under dependent model. Based on the Mie theory and the Lambert-Beer theory, three PSDs, i.e., the Rosin-Rammer (R-R) distribution, the normal distribution, and the logarithmic normal distribution, are estimated by MPPSO algorithm. The results confirm the potential of the proposed approach and show its effectiveness. It may provide a new technique to improve the accuracy and reliability of the PSD inverse calculation.

© 2008 Chinese Optics Letters

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  1. H. Tang, X. Sun, and G. Yuan, Chin. Opt. Lett. 5, 31 (2007).
  2. J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).
  3. L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).
  4. F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).
  5. C. F. Bohren and D. R. Huffman, Absorption and Scattering of Light by Small Particles (Wiley, New York, 1998) p.146.
  6. J. Kennedy and R. C. Eberhart, in Proceedings of IEEE Int. Conf. Neural Networks 4, 1942 (1995).
  7. S. Kannan, S. M. R. Slochanal, P. Subbaraj, and N. P. Padhy, Elec. Power Syst. Res. 70, 203 (2004).
  8. P.-Y. Yin, J. Vis. Commun. Image Represent. 15, 241 (2004).
  9. H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).
  10. L. Ruan, Q. Yu, and H. Tan, J. Harbin Inst. Technol. 1, (2) 10 (1994).

2008 (1)

H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).

2007 (2)

H. Tang, X. Sun, and G. Yuan, Chin. Opt. Lett. 5, 31 (2007).

L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).

2005 (1)

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

2004 (3)

F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).

S. Kannan, S. M. R. Slochanal, P. Subbaraj, and N. P. Padhy, Elec. Power Syst. Res. 70, 203 (2004).

P.-Y. Yin, J. Vis. Commun. Image Represent. 15, 241 (2004).

1994 (1)

L. Ruan, Q. Yu, and H. Tan, J. Harbin Inst. Technol. 1, (2) 10 (1994).

An, W.

H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).

L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).

Cai, X.

F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).

Cen, K.

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

Huang, Q.

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

Jian, L.

L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).

Kannan, S.

S. Kannan, S. M. R. Slochanal, P. Subbaraj, and N. P. Padhy, Elec. Power Syst. Res. 70, 203 (2004).

Li, J.

F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).

Ma, Z.

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

Padhy, N. P.

S. Kannan, S. M. R. Slochanal, P. Subbaraj, and N. P. Padhy, Elec. Power Syst. Res. 70, 203 (2004).

Qi, H.

H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).

L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).

Ruan, L.

L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).

L. Ruan, Q. Yu, and H. Tan, J. Harbin Inst. Technol. 1, (2) 10 (1994).

Ruan, L. M.

H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).

Shi, M.

H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).

Slochanal, S. M. R.

S. Kannan, S. M. R. Slochanal, P. Subbaraj, and N. P. Padhy, Elec. Power Syst. Res. 70, 203 (2004).

Su, M.

F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).

Subbaraj, P.

S. Kannan, S. M. R. Slochanal, P. Subbaraj, and N. P. Padhy, Elec. Power Syst. Res. 70, 203 (2004).

Sun, X.

Tan, H.

L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).

L. Ruan, Q. Yu, and H. Tan, J. Harbin Inst. Technol. 1, (2) 10 (1994).

Tan, H. P.

H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).

Tang, H.

Wang, F.

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

Wang, Q.

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

Xu, F.

F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).

Yan, J.

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

Yin, P.-Y.

P.-Y. Yin, J. Vis. Commun. Image Represent. 15, 241 (2004).

Yu, Q.

L. Ruan, Q. Yu, and H. Tan, J. Harbin Inst. Technol. 1, (2) 10 (1994).

Yuan, G.

Zhao, Z.

F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).

Acta Metrol. Sin. (in Chinese) (1)

J. Yan, Q. Huang, Z. Ma, Q. Wang, F. Wang, and K. Cen, Acta Metrol. Sin. (in Chinese) 26, 86 (2005).

Chin. Opt. Lett. (1)

Chinese J. Lasers (in Chinese) (1)

F. Xu, X. Cai, M. Su, Z. Zhao, and J. Li, Chinese J. Lasers (in Chinese) 31, 223 (2004).

Elec. Power Syst. Res. (1)

S. Kannan, S. M. R. Slochanal, P. Subbaraj, and N. P. Padhy, Elec. Power Syst. Res. 70, 203 (2004).

Energy Conservation Technology (in Chinese) (1)

L. Jian, H. Qi, L. Ruan, W. An, and H. Tan, Energy Conservation Technology (in Chinese) 25, 7 (2007).

J. Harbin Inst. Technol. (1)

L. Ruan, Q. Yu, and H. Tan, J. Harbin Inst. Technol. 1, (2) 10 (1994).

J. Quantit. Spectrosc. Radiat. Transfer (1)

H. Qi, L. M. Ruan, M. Shi, W. An, and H. P. Tan, J. Quantit. Spectrosc. Radiat. Transfer 109, 476 (2008).

J. Vis. Commun. Image Represent. (1)

P.-Y. Yin, J. Vis. Commun. Image Represent. 15, 241 (2004).

Other (2)

C. F. Bohren and D. R. Huffman, Absorption and Scattering of Light by Small Particles (Wiley, New York, 1998) p.146.

J. Kennedy and R. C. Eberhart, in Proceedings of IEEE Int. Conf. Neural Networks 4, 1942 (1995).

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