Application of the hybrid particle swarm optimization algorithms for simultaneous estimation of multi-parameters in a transient conduction-radiation problem

International Journal of Heat and Mass Transfer

Volumn 83, Issue , 2015, Pages 428-440

  Qi, Hong ^a   Niu, Chun Yang ^a   Gong, Shuai ^a   Ren, Ya Tao ^a   Ruan, Li Ming ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Coupled conduction radiation heat transfer; KSM BBPSO; KSM PSO; Pulse laser; Semi transparent media

Indexed keywords

ALGORITHMS; CLUSTERING ALGORITHMS; FINITE VOLUME METHOD; HEAT TRANSFER; OPTIMIZATION; PARAMETER ESTIMATION; TEMPERATURE MEASUREMENT;

COUPLED CONDUCTION; KSM-BBPSO; KSM-PSO; PULSE LASER; SEMITRANSPARENT MEDIA;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84920102530     PISSN: 00179310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijheatmasstransfer.2014.12.022     Document Type: Article

References (40)

1. H.P. Tan, and M. Lallermand Transient radiative-conductive heat transfer in flat glasses submitted to temperature, flux and mixed boundary conditions Int. J. Heat Mass Transfer 32 5 1989 795 810
2. H.P. Tan, B. Maestre, and M. Lallemand Transient and steady-state combined heat transfer in semi-transparent materials subjected to a pulse or a step irradiation J. Heat Transfer - Trans. ASME 113 1 1991 166 173
3. H.P. Tan, H.L. Yi, P.Y. Wang, L.M. Ruan, and T.W. Tong Ray tracing method for transient coupled heat transfer in an anisotropic scattering layer Int. J. Heat Mass Transfer 47 19-20 2004 4045 4059
4. F.Q. Wang, J.Y. Tan, and Z.Q. Wang Heat transfer analysis of porous media receiver with different transport and thermophysical models using mixture as feeding gas Energy Convers. Manage. 83 2014 159 166
5. D. Balageas, S. Bourasseau, M. Dupont, E. Bocherens, V. Dewynter-Marty, and P. Ferdinand Comparison between non-destructive evaluation techniques and integrated fiber optic health monitoring systems for composite sandwich structures J. Intell. Mater. Syst. Struct. 11 6 2000 426 437
6. K.H. Lee, S.W. Baek, and K.W. Kim Inverse radiation analysis using repulsive particle swarm optimization algorithm Int. J. Heat Mass Transfer 51 11-12 2008 2772 2783
7. B. Zhang, H. Qi, Y.T. Ren, S.C. Sun, and L.M. Ruan Inverse transient radiation analysis in one-dimensional participating slab using improved ant colony optimization algorithms J. Quant. Spectrosc. Radiat. Transfer 133 2014 351 363
8. Y.P. Sun, C. Lou, and H.C. Zhou Estimating soot volume fraction and temperature in flames using stochastic particle swarm optimization algorithm Int. J. Heat Mass Transfer 54 2011 217 224
9. S.M. Hosseini Sarvari, J.R. Howell, and S.H. Mansouri Inverse boundary design conduction-radiation problem in irregular two-dimensional domains Numer. Heat Transfer Part B: Fundam. 44 3 2003 209 224
10. N. Daouas, A. Fguiri, and M.-S. Radhouani Solution of a coupled inverse heat conduction-radiation problem for the study of radiation effects on the transient hot wire measurements Exp. Therm. Fluid Sci. 32 8 2008 1766 1778
11. Q. Cheng, X.Y. Zhang, Z.C. Wang, H.C. Zhou, and S. Shao Simultaneous measurement of three-dimensional temperature distributions and radiative properties based on radiation image processing technology in a gas-fired pilot tubular furnace Heat Transfer Eng. 35 6-8 2014 770 779
12. R.P. Chopade, E. Agnihotri, A.K. Singh, A. Kumar, R. Uppaluri, S.C. Mishra, and P. Mahanta Application of a particle swarm algorithm for parameter retrieval in a transient conduction-radiation problem Numer. Heat Transfer A-Appl. 59 9 2011 672 692
13. S. Verma, and C. Balaji Multi-parameter estimation in combined conduction-radiation from a plane parallel participating medium using genetic algorithms Int. J. Heat Mass Transfer 50 9-10 2007 1706 1714
14. R. Das, S.C. Mishra, M. Ajith, and R. Uppaluri An inverse analysis of a transient 2-D conduction-radiation problem using the lattice Boltzmann method and the finite volume method coupled with the genetic algorithm J. Quant. Spectrosc. Radiat. Transfer 109 11 2008 2060 2077
15. R. Das, S.C. Mishra, and R. Uppaluri Multiparameter estimation in a transient conduction-radiation problem using the lattice Boltzmann method and the finite-volume method coupled with the genetic algorithms Numer. Heat Transfer A-Appl. 53 12 2008 1321 1338
16. R. Das, S.C. Mishra, T.B.P. Kumar, and R. Uppaluri An inverse analysis for parameter estimation applied to a non-fourier conduction-radiation problem Heat Transfer Eng. 32 6 2011 455 466
17. Y.P. Sun, C. Lou, and H.C. Zhou Estimating soot volume fraction and temperature in flames using stochastic particle swarm optimization algorithm Int. J. Heat Mass Transfer 54 1-3 2011 217 224
18. H. Qi, L.M. Ruan, M. Shi, W. An, and H.P. Tan Application of multi-phase particle swarm optimization technique to inverse radiation problem J. Quant. Spectrosc. Radiat. Transfer 109 3 2008 476 493
19. H. Qi, L.M. Ruan, H.C. Zhang, Y.M. Wang, and H.P. Tan Inverse radiation analysis of a one-dimensional participating slab by stochastic particle swarm optimizer algorithm Int. J. Therm. Sci. 46 7 2007 649 661
20. H. Qi, L.M. Ruan, S.G. Wang, M. Shi, and H. Zhao Application of multi-phase particle swarm optimization technique to retrieve the particle size distribution Chin. Opt. Lett. 6 5 2008 346 349
21. H. Qi, D.L. Wang, S.G. Wang, and L.M. Ruan Inverse transient radiation analysis in one-dimensional non-homogeneous participating slabs using particle swarm optimization algorithms J. Quant. Spectrosc. Radiat. Transfer 112 15 2011 2507 2519
22. R.P. Chopade, V. Mohan, R. Mayank, R.V.S. Uppaluri, and S.C. Mishra Simultaneous retrieval of parameters in a transient conduction-radiation problem using a differential evolution algorithm Numer. Heat Transfer A-Appl. 63 5 2013 373 395
23. B. Zhang, H. Qi, Y.T. Ren, S.C. Sun, and L.M. Ruan Application of homogenous continuous ant colony optimization algorithm to inverse problem of one-dimensional coupled radiation and conduction heat transfer Int. J. Heat Mass Transfer 66 2013 507 516
24. J. Kennedy, and R.C. Eberhart Particle Swarm Optimization 1995 IEEE New York, USA 1942 1948
25. Y. Yuan, H.L. Yi, Y. Shuai, F.Q. Wang, and H.P. Tan Inverse problem for particle size distributions of atmospheric aerosols using stochastic particle swarm optimization J. Quant. Spectrosc. Radiat. Transfer 111 14 2010 2106 2114
26. F.-B. Liu Particle swarm optimization-based algorithms for solving inverse heat conduction problems of estimating surface heat flux Int. J. Heat Mass Transfer 55 7 2012 2062 2068
27. M. Min, J.W. Hovenier, C. Dominik, A. de Koter, and M.A. Yurkin Absorption and scattering properties of arbitrarily shaped particles in the Rayleigh domain - a rapid computational method and a theoretical foundation for the statistical approach J. Quant. Spectrosc. Radiat. Transfer 97 2 2006 161 180
28. Y.H. Shi, and R. Eberhart A Modified Particle Swarm Optimizer 1998 IEEE New York, USA 69 73
29. M. Clerc, and J. Kennedy The particle swarm - explosion, stability, and convergence in a multidimensional complex space IEEE Trans. Evol. Comput. 6 1 2002 58 73
30. J. Kennedy Bare Bones Particle Swarms 2003 IEEE New York, USA 80 87
31. C.H. Hou Differential Evolution Bare Bones Particle Swarm Optimization and its Application to Image Segmentation 2011 CCDC Mianyang, China 1680 1683
32. H. Zhang, J.A. Fernández-Vargas, G.P. Rangaiah, A. Bonilla-Petriciolet, and J.G. Segovia-Hernández Evaluation of integrated differential evolution and unified bare-bones particle swarm optimization for phase equilibrium and stability problems Fluid Phase Equilib. 310 1-2 2011 129 141
33. J.A. Nelder, and R. Mead A simplex method for function minimization Comput. J. 7 4 1965 308 313
34. P.P. Wang, L.P. Shi, Y. Zhang, and L. Han A hybrid simplex search and modified bare-bones particle swarm optimization Chin. J. Electron. 22 1 2013 104 108
35. A. Bahadori, and H.B. Vuthaluru Simple method for estimation of unsteady state conduction heat flow with variable surface temperature in slabs and spheres Int. J. Heat Mass Transfer 53 21 2010 4536 4542
36. F.U. Siddiqui, and N.A.M. Isa Optimized K-means (OKM) clustering algorithm for image segmentation Opto-Electron. Rev. 20 3 2012 216 225
37. S.C. Mishra, P. Chugh, P. Kumar, and K. Mitra Development and comparison of the DTM, the DOM and the FVM formulations for the short-pulse laser transport through a participating medium Int. J. Heat Mass Transfer 49 2006 1820 1832
38. H.P. Tan, L.M. Ruan, and T.W. Tong Temperature response in absorbing, isotropic scattering medium caused by laser pulse Int. J. Heat Mass Transfer 43 2 2000 311 320
39. S. Andre, and A. Degiovanni A new way of solving transient radiative-conductive heat transfer problems J. Heat Transfer - Trans. ASME 120 4 1998 943 955
40. K. Kurpisz, and A.J. Nowak Inverse Thermal Problems 1995