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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.1
- 수록면
- 1,315 - 1,320 (6page)
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초록· 키워드
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The present study aims to predict the heat transfer characteristics around a square cylinderwith different corner radii using multivariate adaptive regression splines (MARS).
Further, the MARS-generated objective function is optimized by particle swarm optimization.
The data for the prediction are taken from the recently published article by thepresent authors [P. Dey, A. Sarkar, A.K. Das, Development of GEP and ANN model to predictthe unsteady forced convection over a cylinder, Neural Comput. Appl. (2015) 1e13]. Further,the MARS model is compared with artificial neural network and gene expression programming.
It has been found that the MARS model is very efficient in predicting the heattransfer characteristics. It has also been found that MARS is more efficient than artificialneural network and gene expression programming in predicting the forced convectiondata, and also particle swarm optimization can efficiently optimize the heat transfer rate.
목차
등록된 정보가 없습니다.
참고문헌 (33)
참고문헌 신청
S. Bhattacharyya / 2005 / Vortex shedding around a heated square cylinder under the influence of buoyancy / Heat Mass Transf 41:824~833
A. Dhiman / 2005 / Flow and heat transfer across a confined square cylinder in the steady flow regime:effect of Peclet number / Int. J. Heat Mass Transf 48:4598~4614
A. Dhiman / 2006 / Effects of Reynolds and Prandtl numbers on heat transfer across a square cylinder in the steady flow regime / Numer. Heat Transf. Part A Appl 49:717~731
T.H. Ji / 2008 / Experiments on heat transfer enhancement from a heated square cylinder in a pulsating channel flow / Int. J. Heat Mass Transf 51:1130~1138
M. Rahnama / 2005 / Numerical investigation of convective heat transfer in unsteady laminar flow over a square cylinder in a channel / Heat Transf. Eng 26:21~29
A. Dhiman / 2005 / Flow and heat transfer across a confined square cylinder in the steady flow regime:effect of Peclet number / Int. J. Heat Mass Transf 48:4598~4614
A. Dhiman / 2006 / Effects of Reynolds and Prandtl numbers on heat transfer across a square cylinder in the steady flow regime / Numer. Heat Transf. Part A Appl 49:717~731
T.H. Ji / 2008 / Experiments on heat transfer enhancement from a heated square cylinder in a pulsating channel flow / Int. J. Heat Mass Transf 51:1130~1138
M. Rahnama / 2005 / Numerical investigation of convective heat transfer in unsteady laminar flow over a square cylinder in a channel / Heat Transf. Eng 26:21~29
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