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This chapter presents the application of Jaya algorithm and its variants for the single objective as well as multi-objective design optimization of heat pipes and heat sinks. Design of heat pipes and heat sinks involves a number of geometric and physical parameters with high complexity and the design processes are mostly based on trial and error. General design approaches become tedious and time consuming and these processes do not guarantee the achievement of an optimal design. Therefore, meta-heuristic based computational methods are preferred. This chapter presents the results of application of Jaya algorithm and its variants such as self-adaptive Jaya algorithm, SAMP-Jaya algorithm and SAMPE-Jaya algorithm to the design optimization problems of heat pipes and heat sinks. The results are found better than those obtained by other optimization techniques such as TLBO, Grenade Explosion Method (GEM), Niched Pareto Genetic Algorithm (NPGA), Generalized External optimization (GEO) and a hybrid multi-objective evolutionary algorithm.
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Agha, S. R. (2011). Heat pipe performance optimization: A taguchi approach. Journal of Research in Mechanical Engineering and Technology, 31, 3410–3419.
Bertossi, R., Guilhem, N., Ayel, V., Romestant, C., & Bertin, Y. (2012). Modeling of heat and mass transfer in the liquid film of rotating heat pipes. International Journal of Thermal Sciences, 52, 40–49. CrossRef
Buksa, J. J., & Hillianus, K. A. (1989). Sprite: a computer code for the optimization of space based heat pipe radiator systems. In: Energy Conversion Engineering Conference 1989; Proceeding of the 24th Intersociety. vol. 1, 39–44.
Chong, S. H., Ooi, K. T., & Wong, T. N. (2002). Optimization of single and double layer counters flow microchannel heat sinks. Applied Thermal Engineering, 22, 1569–1585. CrossRef
Cui, X., Zhu, Y., Li, Z., & Shun, S. (2014). Combination study of operation characterstics and heat transfer mechanism for pulsating heat pipe. Applied Thermal Engineering, 65, 394–402. CrossRef
Dong, Q. X., Zhen, L., JiAn, M., & ZhiXin, L. (2012). Entransy dissipation analysis and optimization of separated heat pipe system. Science China, 55(8), 2126–2131. CrossRef
Faghri, A. (2014). Heat pipes: Review, opportunities and challenges. Frontiers in Heat Pipes (FHP), 5, 1–48.
Hu G., & Xu, S. (2009). Optimization design of microchannel heat sink based on SQP method and numerical simulation. In Proceedings of IEEE, 89–92.
Husain, V., & Kim, K. Y. (2008). Optimization of a micro-channel heat sink with temperature dependent fluid properties. Applied Thermal Engineering, 28, 1101–1107. CrossRef
Husain, V., & Kim, K. Y. (2010). Enhanced multi-objective optimization of a micro-channel heat sink through evolutionary algorithm coupled with multiple surrogate models. Applied Thermal Engineering, 30, 1683–1691. CrossRef
Incropera, F. P., & DeWitt, D. P. (1996). Fundamentals of heat and mass transfer. New York: Wiley.
Jeevan, K. Azid, I.A., & Seetharamu, K.N. (2004). Optimization of double layer counter flow (DLCF) micro-channel heat sink used for cooling chips directly, In Proceedings of the Eectronics Packaging Technology Conference, Singapore, 553–558.
Jeong, M. J., Kobayami, T., & Yoshimura, S. (2007). Multidimensional visualization and clustering for multiobjective optimization of artificial satellite heat pipe design. Journal of Mechanical Science and Technology, 21, 1964–1972. CrossRef
Karathanassis, I. K., Papanicolaou, E., Belessiotis, V., & Bergeles, G. C. (2013). Multi-objective design optimization of a micro heat sink for concentrating photovoltaic/thermal (CPVT) systems using a genetic algorithm. Applied Thermal Engineering, 59, 733–744. CrossRef
Kim, S. J., Seo, J. K., & Do, K. H. (2003). Analytical and experimental investigation on the operational characteristics and thermal optimization of a miniature heat pipe with a grooved structure. International Journal of Heat and Mass Transfer, 46, 2051–2063. CrossRef
Kiseev, V. M., Vlassov, V. V., & Muraoka, I. (2010a). Experimental optimization of capillary structured for loop heat pipes and heat switches. Applied Thermal Engineering, 30, 1312–1329. CrossRef
Kiseev, V. M., Vlassov, V. V., & Muraoka, I. (2010b). Optimization of capillary structures for inverted meniscus evaporators of loop heat pipes and heat switches. International Journal of Heat and Mass Transfer, 53, 2143–2148. CrossRef
Kobus, C. J., & Oshio, T. (2005a). Development of a theoretical model for predicting the thermal performance characteristics of a vertical pin-fin array heat sink under combined forced and natural convection with impinging flow. International Journal of Heat Mass Transfer, 48(6), 1053–1063. CrossRef
Kobus, C. J., & Oshio, T. (2005b). Predicting the thermal performance characteristics of staggered vertical pin fin array heat sinks under combined mode radiation and mixed convection with impinging flow. International Journal of Heat Mass Transfer, 48(13), 2684–2696. CrossRef
Liang, T. S., & Hung, Y. M. (2010). Experimental investigation of thermal performance and optimization of heat sink U-shape heat pipes. Energy Conversion and Management, 51, 2109–2116. CrossRef
Lin, L., Chang, Z., Zang, X., & Wang, X. (2014). Optimization of geometry and flow rate distribution for double-layer microchannel heat sink. International Journal of Thermal Sciences, 78, 158–168. CrossRef
Lips, S., & Lefevre, F. (2011). A general analytical model for the design conventional heat pipes. International Journal of Heat and Mass Transfer, 72, 288–298. CrossRef
Maheshkumar, P., & Muraleedharan, C. (2011). Minimization of entropy generation in flat heat pipe. International Journal of Heat and Mass Transfer, 54, 645–648. CrossRef
Maziuk, V., Kulakov, A., Rabetsky, M., Vasiliev, L., & Vukovic, M. (2009). Miniature heat-pipe thermal performance prediction tool-software development. Applied Thermal Engineering, 21, 559–571. CrossRef
Morawietz, K., & Hermann, M. (2014). Integrated development and modeling of heat pipe solar collectors. Energy Procedia, 48, 157–162. CrossRef
Nithiynandam, K., & Pitchumani, R. (2011). Analysis and optimization of latent thermal energy storage system with embedded heat pipes. International Journal of Heat and Mass Transfer, 54, 4596–4610. CrossRef
Park, K., Choi, D. H., & Lee, K. S. (2004). Numerical shape optimization for high-performance of a heat sink with pin–fins. Numerical Heat Transfer Part A, 46, 909–927. CrossRef
Rao, R. V. (2007). Vendor selection in a supply chain using analytic hierarchy process and genetic algorithm methods. International Journal of Services and Operations Management, 3, 355–369. CrossRef
Rao, R. V., & More, K. C. (2015). Optimal design of heat pipe using TLBO (teaching-learning-based-optimization) algorithm. Energy, 80, 535–544. CrossRef
Rao, R. V. (2016). Teaching learning based optimization algorithm and its engineering applications. Switzerland: Springer International Publishing. CrossRef
Rao, R. V., More, K. C., Taler, J., & Oclon, P. (2016). Dimensional optimization of a micro-channel heat sink using Jaya algorithm. Applied Thermal Engineering, 103, 572–582. CrossRef
Rao, R. V., & More, C. (2017). Design optimization and analysis of selected thermal devices using self-adaptive Jaya algorithm. Energy Conversion and Management, 140, 24–35. CrossRef
Rao, R. V., & Rakhade, R. D. (2011). Multi-objective optimization of axial “U” shaped micro grooves heat pipe using grenade explosion method (GEM). International Journal of Advances in thermal Engineering, 2(2), 61–66.
Riegler, R. L. (2003). Heat transfer optimization of grooved heat pipe. Columbia: University of Missouri.
Roper, C. S. (2011). Multi-objective optimization for design of multifunctional sandwich panel heat pipes with micro-architected truss cores. International Journal of Heat and Fluid Flow, 32, 239–248. CrossRef
Said, S. A., & Akash, B. A. (1999). Experimental performance of a heat pipe. International Communications in Heat and Mass Transfer, 26, 679–684. CrossRef
Senthilkumar, R. (2010). Thermal analysis of heat pipe using Taguchi method. International Journal of Engineering Science and Technology, 2(4), 564–569.
Shabgard, H., & Faghri, A. (2011). Performance characteristics of cylindrical heat pipes with multiple heat sources. Applied Thermal Engineering, 31, 3410–3419. CrossRef
Shi, P. Z., Chua, K. M., Wong, Y. M., & Tan, Y. M. (2006). Design and performance optimization of miniature heat pipes in LTCC. Journal of Physics: Conference Series, 34, 142–147.
Sousa, F. L., Vlassov, V., & Ramos, F. M. (2004). Generalized extremal optimization: An application in heat pipe design. Applied Thermal Engineering, 28, 911–931. MATH
Subhashi, S., Sahin, B., & Kaymaz, I. (2016). Multi-objective optimization of a honeycomb heat sink using Response Surface Method. International Journal of Heat and Mass Transfer, 101, 295–302. CrossRef
Tuckerman, D. B., & Pease, R. F. W. (1981). High-performance heat sinking for VLSI. IEEE Electron Devices Letters, 5, 126–129. CrossRef
Turgut, O. E., & Çoban, M. T. (2016). Thermal design of spiral heat exchangers and heat pipes. Heat Mass Transfer, 53, 899–916. CrossRef
Vlassov, V. V., Souza, F. L., & Takahashi, W. K. (2006). Comprehensive optimization of a heat pipe radiator assembly filled with ammonia or acetone. International Journal of Heat and Mass Transfer, 49, 4584–4595. CrossRef
Wang, Z., Wang, X., & Tang, Y. (2012). Condenser design optimization and operation characteristics of a novel miniature loop heat pipe. Energy Conversion and Management, 64, 35–42. CrossRef
Wang, J. C. (2014). U and L-shaped heat pipes heat sinks for cooling electronic components employed a least square smoothing method. Microelectronics and Reliability, 54, 1344–1354. CrossRef
Xie, G., Chen, Z., Sunden, B., & Zhang, W. (2013). Numerical predictions of the flow and thermal performance of water-cooled single-layer and double-layer wavy microchannel heat sinks. Numerical Heat Transfer, Part A: Applications, 63, 201–225. CrossRef
Yau, Y. H., & Ahmadzadehtalpatapeh, M. (2010). A review on the application of horizontal heat pipe heat exchangers in air conditioning systems in the tropics. Applied Thermal Engineering, 30, 77–84. CrossRef
Zhang, C., Chen, Y., Shi, M., & Peterson, G. P. (2009). Optimization of heat pipe with axial “U” shaped micro grooves based on a niched Pareto genetic algorithm (NPGA). Applied Thermal Engineering, 29, 3340–3345. CrossRef
- Single- and Multi-objective Design Optimization of Heat Pipes and Heat Sinks Using Jaya Algorithm and Its Variants
Ravipudi Venkata Rao
- Chapter 5
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