References
- N. Leoni and C.H. Amon, Bayesian surrogates for integrating numerical, analytical, and experimental data: application to inverse heat transfer in wearable computers, IEEE Trans. Compon. Packag. Technol., vol. 23, no. 1, pp. 23–32, 2000. DOI: https://doi.org/10.1109/6144.833038. [InsertedFromOnline
- S. Fok, W. Shen, and F. Tan, Cooling of portable hand-held electronic devices using phase changematerials in finned heat sinks, Int. J. Therm. Sci., vol. 49, no. 1, pp. 109–117, 2010. DOI: https://doi.org/10.1016/j.ijthermalsci.2009.06.011.
- R. Kandasamy, X. Wang, and A. Mujumdar, Application of phase change materials in thermalmanagement of electronics, Appl. Therm. Eng., vol. 27, no. 17–18, pp. 2822–2832, 2007. DOI: https://doi.org/10.1016/j.applthermaleng.2006.12.013.
- W.R. Humphries and E.I. Griggs, A design handbook for phase change thermal control and energy storage devices, NASA STI/recon technical report, U.S. Department of Energy, United States, no. 78, 1977.
- A. Fossett, M. Maguire, A. Kudirka, F. Mills, and D. Brown, Avionics passive cooling with microencapsulated phase change materials, J. Electron. Packag., vol. 120, no. 3, pp. 238–242, 1998.
- D. Pal and Y. Joshi, Thermal management of an avionics module using solid-liquid phase-change materials, J. Thermophys. Heat Transf., vol. 12, no. 2, pp. 256–262, 1998. DOI: https://doi.org/10.2514/2.6329.
- A.B. Etemoglu, A brief survey and economical analysis of air cooling for electronic equipments, Int. Commun. Heat Mass Transf., vol. 34, no. 1, pp. 103–113, 2007. DOI: https://doi.org/10.1016/j.icheatmasstransfer.2006.08.005.
- R. Grimes, E. Walsh, and P. Walsh, Active cooling of a mobile phone handset, Appl. Therm. Eng., vol. 30, no. 16, pp. 2363–2369, 2010.
- Z. Luo, H. Cho, X. Luo, and K.I. Cho, System thermal analysis for mobile phone, Appl. Therm. Eng., vol. 28, no. 14–15, pp. 1889–1895, 2008. DOI: https://doi.org/10.1016/j.applthermaleng.2007.11.025.
- K. Chintakrinda, R. Weinstein, and A. Fleischer, A direct comparison of three different material enhancement methods on the transient thermal response of paraffin phase change material exposed to high heat fluxes, Int. J. Therm. Sci., vol. 50, no. 9, pp. 1639–1647, 2011. DOI: https://doi.org/10.1016/j.ijthermalsci.2011.04.005.
- R. Baby and C. Balaji, Thermal performance of a PCM heat sink under different heat loads: an experimental study, Int. J. Therm. Sci., vol. 79, pp. 240–249, 2014. DOI: https://doi.org/10.1016/j.ijthermalsci.2013.12.018.
- D. Zhou and C.Y. Zhao, Experimental investigations on heat transfer in phase change materials (PCMs) embedded in porous materials, Appl. Therm. Eng., vol. 31, no. 5, pp. 970–977, 2011. DOI: https://doi.org/10.1016/j.applthermaleng.2010.11.022.
- Y. Tian and C.Y. Zhao, A numerical investigation of heat transfer in phase change materials (PCMs) embedded in porous metals, Energy, vol. 36, no. 9, pp. 5539–5546, 2011. DOI: https://doi.org/10.1016/j.energy.2011.07.019.
- I. Mjallal, H. Farhat, M. Hammoud, S. Ali, and I. Assi, Improving the cooling efficiency of heat sinks through the use of different types of phase change materials, Technologies, vol. 6, no. 1, pp. 5, 2018. DOI: https://doi.org/10.3390/technologies6010005.
- R. Kandasamy, X. Wang, and A. Mujumdar, Transient cooling of electronics using phase change material, Appl. Therm. Eng., no. 8–9, vol. 28, pp. 1047–1057, 2008. DOI: https://doi.org/10.1016/j.applthermaleng.2007.06.010.
- R. Kalbasi, M. Afrand, J. Alsarraf, and M.-D. Tran, Studies on optimum fins number in PCM-based heat sinks, Energy, vol. 171, pp. 1088–1099, 2019. DOI: https://doi.org/10.1016/j.energy.2019.01.070.
- P. Levin, A. Shitzer, and G. Hetsroni, Numerical optimization of a PCM-based heat sink with internal fins, Int. J. Heat Mass Transf., vol. 61, pp. 638–645, 2013.
- Y. Aoues and A. Chateauneuf, Benchmark study of numerical methods for reliability-based design optimization, Struct. Multidisc. Optim., vol. 41, no. 2, pp. 277–294, 2010. DOI: https://doi.org/10.1007/s00158-009-0412-2.
- Y.S. Feng and F. Moses, A method of structural optimization based on structural system reliability, J. Struct. Mech., vol. 14, no. 4, pp. 437–453, 1986. DOI: https://doi.org/10.1080/03601218608907527.
- F. Moses, Structural system reliability and optimization, Comput. Struct., vol. 7, no. 2, pp. 283–290, 1977.
- J.D. Stevenson, Reliability analysis and optimum design of structural systems with applications to rigid frames, Division of Solid Mechanics and Structures, No. 14, Case Western Reserve University, Cleveland, OH, 1967.
- H.O. Madsen and P.F. Hansen, A comparison of some algorithms for reliability based structural optimization and sensitivity analysis, In: Reliability and Optimization of Structural Systems’ 91, Springer, Berlin, Heidelberg, pp. 443–451, 1992.
- G. Kharmanda, A. Mohamed, and M. Lemaire, Efficient reliabilitybased design optimization using a hybrid space with application to finite element analysis, Struct. Multidisc. Optim., vol. 24, no. 3, pp. 233–245, 2002. DOI: https://doi.org/10.1007/s00158-002-0233-z.
- G. Kharmanda, S. Sharabatey, H. Ibrahim, A. Makhloufi, and A. Elhami, Reliability-based design optimization using semi-numerical strategies for structural engineering applications, Int. J. CAD/CAM, vol. 9, no. 1, pp. 1–16, 2009.
- A. Yaich, G. Kharmanda, A. El Hami, L. Walha, and M. Haddar, Reliability based design optimization for multiaxial fatigue damage analysis using robust hybrid method, J. Mech., vol. 34, no. 5, pp. 551–566, 2018. DOI: https://doi.org/10.1017/jmech.2017.44.
- K. Dammak, A. El Hami, S. Koubaa, L. Walha, and M. Haddar, Reliability based design optimization of coupled acoustic-structure system using generalized polynomial chaos, Int. J. Mech. Sci., vol. 134, pp. 75–84, 2017.
- K. Dammak, A. Yaich, A. El Hami, L. Walha, and M. Haddar, An efficient optimization based on the robust hybrid method for the coupled acoustic–structural system, Mech. Adv. Mater. Struct., vol. 27, no. 21, pp. 1816–1826, 2018.
- F. Abid, A.E. Hami, T. Merzouki, L. Walha, and M. Haddar, An approach for the reliability-based design optimization of shape memory alloy structure, Mech. Based Des. Struct. Mach., pp. 1–17, 2019. DOI: https://doi.org/10.1080/15397734.2019.1665541
- K. Dammak and A. El Hami, Multi-objective reliability-based design optimization using Kriging surrogate model for cementless hip prosthesis, Comput. Methods Biomech. Biomed. Eng., pp. 1–14, 2020. DOI: https://doi.org/10.1080/10255842.2020.1768247
- G. Kharmanda and M.A. Sayegh, Reliability-based design optimization for heat flux analysis of composite modular walls using inverse reliability assessment method, Int. J. Thermofluids, vol. 1, pp. 100008, 2020.
- A. Hasan, H. Hejase, S. Abdelbaqi, A. Assi, and M.O. Hamdan, Comparative effectiveness of different phase change materials to improve cooling performance of heat sinks for electronic devices, Appl. Sci., vol. 6, no. 9, pp. 226, 2016. DOI: https://doi.org/10.3390/app6090226.
- I. Assi, et al., Using phase change material in heat sinks to cool electronics devices with intermittent usage, Proceedings of the IEEE 7th International Conference on Power and Energy Systems (ICPES), pp. 66–69, November 1–3, Toronto, ON, Canada, 2017.
- G. Susman, Z. Dehouche, T. Cheechern, and S. Craig, Tests of prototype PCM ‘sails’ for office cooling, Appl. Therm. Eng., vol. 31, no. 5, pp. 717–726, 2011.
- Y.H. Wang and Y.T. Yang, Three-dimensional transient cooling simulations of a portable electronic device using PCM (phase change materials) in multi-fin heat sink, Energy, vol. 36, no. 8, pp. 5214–5224, 2011. DOI: https://doi.org/10.1016/j.energy.2011.06.023.
- Y.T. Yang and Y.H. Wang, Numerical simulation of three-dimensional transient cooling application on a portable electronic device using phase change material, Int. J. Therm. Sci., vol. 51, pp. 155–162, 2012. DOI: https://doi.org/10.1016/j.ijthermalsci.2011.08.011.
- K.C. Nayak, S.K. Saha, K. Srinivasan, and P. Dutta, A numerical model for heat sinks with phase change materials and thermal conductivity enhancers, Int. J. Heat Mass Transf., vol. 49, no. 11–12, pp. 1833–1844, 2006. DOI: https://doi.org/10.1016/j.ijheatmasstransfer.2005.10.039.
- V. Shatikian, G. Ziskind, and R. Letan, Numerical investigation of a PCM-based heat sink with internal fins: constant heat flux, Int. J. Heat Mass Transf., vol. 51, no. 5–6, pp. 1488–1493, 2008. DOI: https://doi.org/10.1016/j.ijheatmasstransfer.2007.11.036.
- I. Enevoldsen and J.D. Sørensen, Reliability-based optimization in structural engineering, Struct. Saf., vol. 15, no. 3, pp. 169–196, 1994.
- E. Nikolaidis and R. Burdisso, Reliability based optimization: a safety index approach, Comput. Struct., vol. 28, no. 6, pp. 781–788, 1988.
- G. Kharmanda, N. Olhoff, and A. El-Hami, Optimum values of structural safety factors for a predefined reliability level with extension to multiple limit states, Struct. Multidisc. Optim., no. 6, vol. 27, pp. 434–521, 2004. DOI: https://doi.org/10.1007/s00158-004-0405-0.
- J. Tu, K.K. Choi, and Y.H. Park, A new study on reliability-based design optimization, J. Mech. Des., vol. 121, no. 4, pp. 557–564, 1999.
- A. Yaich, A. El Hami, L. Walha, and M. Haddar, Local multiaxial fatigue damage estimation for structures under random vibrations, Finite Elem. Anal. Des., vol. 132, pp. 1–7, 2017.
- G. Kharmanda and N. Olhoff, Extension of optimum safety factor method to nonlinear reliability-based design optimization, Struct. Multidisc. Optim., vol. 34, no. 5, pp. 367–380, 2007. DOI: https://doi.org/10.1007/s00158-007-0107-5.
- G. Kharmanda, M.-H. Ibrahim, A. Abo Al-Kheer, F. Guerin, and A. El-Hami, Reliability-based design optimization of shank chisel plough using optimum safety factor strategy, Comput. Electron. Agric., vol. 109, pp. 162–171, 2014.