Indian Journal of Science and Technology

Open Access Open Access  Restricted Access Subscription Access

Entropy Generation Minimization of Pin Fin Heat Sinks by Means of Metaheuristic Methods


Affiliations
1 Department of Mechanical Engineering, Semnan Branch, Islamic Azad University, Semnan, Iran, Islamic Republic of
 

In this paper utilization of metaheuristic methods such as genetic algorithm and particle swarm optimization for determining design parameters of pin fin type heat sinks through minimizing generated entropy is discussed. This paper follows recent studies on entropy generation minimization of plate type heat sinks by evolutionary optimization methods.

Keywords

Pin Fin Heat Sink, Entropy Generation Minimization, Metaheuristic Algorithms
User

  • Aref, A., Davoudi, M., & Davoudi, M. (2012). Optimal placement and estimation of DG capacity in distribution network’s using Genetic Algorithm-based method. Indian Journal of Science and Technology, 5(3), 2258–2264.

  • Bejan, A. (1996). Entropy generation minimization: The new thermodynamics of finite‐size devices and finite‐time processes. Journal of Applied Physics, 79(3), 1191–1218.

  • Boroujeni, S. M. S., Hemmati, R., Delafkar, H., & Boroujeni, A. S. (2011). Optimal PID power system stabilizer tuning based on particle swarm optimization. Indian J. Sci. Technol, 4(4), 379–383.

  • Culham, J. R., & Muzychka, Y. S. (2001). Optimization of plate fin heat sinks using entropy generation minimization. Components and Packaging Technologies, IEEE Transactions on, 24(2), 159–165.

  • Goldberg, D. E. (1989). Genetic algorithms in search, optimization, and machine learning.

  • Hajabdollahi, F., Rafsanjani, H. H., Hajabdollahi, Z., & Hamidi, Y. (2012). Multi-objective optimization of pin fin to determine the optimal fin geometry using genetic algorithm. Applied Mathematical Modelling, 36(1), 244–254.

  • Kennedy, J., & Eberhart, R. (1995, November). Particle swarm optimization. In Neural Networks, 1995. Proceedings., IEEE International Conference on (Vol. 4, pp. 1942–1948). IEEE.

  • Khan, W. A., Culham, J. R., & Yovanovich, M. M. (2005). Optimization of pin-fin heat sinks using entropy generation minimization. Components and Packaging Technologies, IEEE Transactions on, 28(2), 247–254.

  • Liu, B., Wang, L., Jin, Y. H., Tang, F., & Huang, D. X. (2005). Improved particle swarm optimization combined with chaos. Chaos, Solitons & Fractals, 25(5), 1261–1271.

  • Niu, B., Zhu, Y., & He, X. (2005). Multi-population cooperative particle swarm optimization. Advances in Artificial Life, 874–883.

  • Park, K., Oh, P. K., & Lim, H. J. (2006). The application of the CFD and Kriging method to an optimization of heat sink. International journal of heat and mass transfer, 49(19), 3439–3447.

  • Sahiti, N., Durst, F., & Geremia, P. (2007). Selection and optimization of pin cross-sections for electronics cooling. Applied thermal engineering, 27(1), 111–119.

  • Sanaye, S., & Hajabdollahi, H. (2010). Thermal-economic multi-objective optimization of plate fin heat exchanger using genetic algorithm. Applied Energy, 87(6), 1893–1902.

  • Shi, Y., & Eberhart, R. C. (2001). Fuzzy adaptive particle swarm optimization. In Evolutionary Computation, 2001. Proceedings of the 2001 Congress on (Vol. 1, pp. 101–106). IEEE.

  • Sun, J., Feng, B., & Xu, W. (2004, June). Particle swarm optimization with particles having quantum behavior. In Evolutionary Computation, 2004. CEC2004. Congress on (Vol. 1, pp. 325–331). IEEE.

  • Wu, H. H., Hsiao, Y. Y., Huang, H. S., Tang, P. H., & Chen, S. L. (2011). A practical plate-fin heat sink model. Applied Thermal Engineering, 31(5), 984–992.

  • Yousefi, M., Enayatifar, R., & Darus, A. N. (2011a). Optimal design of plate-fin heat exchangers by a hybrid evolutionary algorithm. International Communications in Heat and Mass Transfer.

  • Yousefi, M., Darus, A. N., & Mohammadi, H. (2011b). Second law based optimization of a plate fin heat exchanger using Imperialist Competitive Algorithm.

  • Yousefi, M., Enayatifar, R., Darus, A. N., & Abdullah, A. H. (2012). Optimization of Plate-fin heat exchangers by an improved harmony search algorithm. Applied Thermal Engineering.

  • Yu, X., Feng, J., Feng, Q., & Wang, Q. (2005). Development of a plate-pin fin heat sink and its performance comparisons with a plate fin heat sink. Applied thermal engineering, 25(2), 173–182.


Abstract Views: 430

PDF Views: 0




  • Entropy Generation Minimization of Pin Fin Heat Sinks by Means of Metaheuristic Methods

Abstract Views: 430  |  PDF Views: 0

Authors

Amir Jafary Moghaddam
Department of Mechanical Engineering, Semnan Branch, Islamic Azad University, Semnan, Iran, Islamic Republic of
Syfollah Saedodin
Department of Mechanical Engineering, Semnan Branch, Islamic Azad University, Semnan, Iran, Islamic Republic of

Abstract


In this paper utilization of metaheuristic methods such as genetic algorithm and particle swarm optimization for determining design parameters of pin fin type heat sinks through minimizing generated entropy is discussed. This paper follows recent studies on entropy generation minimization of plate type heat sinks by evolutionary optimization methods.

Keywords


Pin Fin Heat Sink, Entropy Generation Minimization, Metaheuristic Algorithms

References





DOI: https://doi.org/10.17485/ijst%2F2013%2Fv6i7%2F34340