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A review on phase-change materials: Mathematical modeling and simulations

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  1. Silva, Tiago & Vicente, Romeu & Rodrigues, Fernanda, 2016. "Literature review on the use of phase change materials in glazing and shading solutions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 515-535.
  2. Zeinelabdein, Rami & Omer, Siddig & Gan, Guohui, 2018. "Critical review of latent heat storage systems for free cooling in buildings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2843-2868.
  3. Sharif, M.K. Anuar & Al-Abidi, A.A. & Mat, S. & Sopian, K. & Ruslan, M.H. & Sulaiman, M.Y. & Rosli, M.A.M., 2015. "Review of the application of phase change material for heating and domestic hot water systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 557-568.
  4. Opolot, Michael & Zhao, Chunrong & Liu, Ming & Mancin, Simone & Bruno, Frank & Hooman, Kamel, 2022. "A review of high temperature (≥ 500 °C) latent heat thermal energy storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
  5. Cao, Xiaoling & Zhang, Nan & Yuan, Yanping & Luo, Xiaolong, 2020. "Thermal performance of triplex-tube latent heat storage exchanger: simultaneous heat storage and hot water supply via condensation heat recovery," Renewable Energy, Elsevier, vol. 157(C), pages 616-625.
  6. Ibrahim, Nasiru I. & Al-Sulaiman, Fahad A. & Rahman, Saidur & Yilbas, Bekir S. & Sahin, Ahmet Z., 2017. "Heat transfer enhancement of phase change materials for thermal energy storage applications: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 26-50.
  7. Yao, Haichen & Liu, Xianglei & Li, Jiawei & Luo, Qingyang & Tian, Yang & Xuan, Yimin, 2023. "Chloroplast-granum inspired phase change capsules accelerate energy storage of packed-bed thermal energy storage system," Energy, Elsevier, vol. 284(C).
  8. Zhao, Dongliang & Tan, Gang, 2015. "Numerical analysis of a shell-and-tube latent heat storage unit with fins for air-conditioning application," Applied Energy, Elsevier, vol. 138(C), pages 381-392.
  9. AL-Saadi, Saleh Nasser & Zhai, Zhiqiang (John), 2013. "Modeling phase change materials embedded in building enclosure: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 659-673.
  10. Hamedi, M.R. & Doustdar, O. & Tsolakis, A. & Hartland, J., 2019. "Thermal energy storage system for efficient diesel exhaust aftertreatment at low temperatures," Applied Energy, Elsevier, vol. 235(C), pages 874-887.
  11. Campos-Celador, A. & Diarce, G. & González-Pino, I. & Sala, J.M., 2013. "Development and comparative analysis of the modeling of an innovative finned-plate latent heat thermal energy storage system," Energy, Elsevier, vol. 58(C), pages 438-447.
  12. Jin, Xing & Hu, Huoyan & Shi, Xing & Zhou, Xin & Yang, Liu & Yin, Yonggao & Zhang, Xiaosong, 2018. "A new heat transfer model of phase change material based on energy asymmetry," Applied Energy, Elsevier, vol. 212(C), pages 1409-1416.
  13. Klimeš, Lubomír & Mauder, Tomáš & Charvát, Pavel & Štětina, Josef, 2018. "Front tracking in modelling of latent heat thermal energy storage: Assessment of accuracy and efficiency, benchmarking and GPU-based acceleration," Energy, Elsevier, vol. 155(C), pages 297-311.
  14. Li, C. & Wang, R.Z., 2012. "Building integrated energy storage opportunities in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 6191-6211.
  15. Mostafavi Tehrani, S. Saeed & Shoraka, Yashar & Nithyanandam, Karthik & Taylor, Robert A., 2018. "Cyclic performance of cascaded and multi-layered solid-PCM shell-and-tube thermal energy storage systems: A case study of the 19.9 MWe Gemasolar CSP plant," Applied Energy, Elsevier, vol. 228(C), pages 240-253.
  16. Sodhi, Gurpreet Singh & Muthukumar, P., 2021. "Compound charging and discharging enhancement in multi-PCM system using non-uniform fin distribution," Renewable Energy, Elsevier, vol. 171(C), pages 299-314.
  17. Akram W. Ezzat & Ihab A. Wahbi & Zainab A. Wahbi, 2018. "Hybrid PCM and Transparent Solar Cells in Zero Energy Buildings," International Journal of Technology and Engineering Studies, PROF.IR.DR.Mohid Jailani Mohd Nor, vol. 4(3), pages 102-111.
  18. McKenna, P. & Turner, W.J.N. & Finn, D.P., 2018. "Geocooling with integrated PCM thermal energy storage in a commercial building," Energy, Elsevier, vol. 144(C), pages 865-876.
  19. Kalbasi, Rasool & Afrand, Masoud & Alsarraf, Jalal & Tran, Minh-Duc, 2019. "Studies on optimum fins number in PCM-based heat sinks," Energy, Elsevier, vol. 171(C), pages 1088-1099.
  20. Aadmi, Moussa & Karkri, Mustapha & El Hammouti, Mimoun, 2014. "Heat transfer characteristics of thermal energy storage of a composite phase change materials: Numerical and experimental investigations," Energy, Elsevier, vol. 72(C), pages 381-392.
  21. Alizadeh, M. & Sadrameli, S.M., 2016. "Development of free cooling based ventilation technology for buildings: Thermal energy storage (TES) unit, performance enhancement techniques and design considerations – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 619-645.
  22. Al-Abidi, Abduljalil A. & Bin Mat, Sohif & Sopian, K. & Sulaiman, M.Y. & Lim, C.H. & Th, Abdulrahman, 2012. "Review of thermal energy storage for air conditioning systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5802-5819.
  23. Ge, Haoshan & Li, Haiyan & Mei, Shengfu & Liu, Jing, 2013. "Low melting point liquid metal as a new class of phase change material: An emerging frontier in energy area," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 331-346.
  24. Klimeš, Lubomír & Charvát, Pavel & Mastani Joybari, Mahmood & Zálešák, Martin & Haghighat, Fariborz & Panchabikesan, Karthik & El Mankibi, Mohamed & Yuan, Yanping, 2020. "Computer modelling and experimental investigation of phase change hysteresis of PCMs: The state-of-the-art review," Applied Energy, Elsevier, vol. 263(C).
  25. Baniasadi, Ehsan & Ranjbar, Saeed & Boostanipour, Omid, 2017. "Experimental investigation of the performance of a mixed-mode solar dryer with thermal energy storage," Renewable Energy, Elsevier, vol. 112(C), pages 143-150.
  26. Heier, Johan & Bales, Chris & Martin, Viktoria, 2015. "Combining thermal energy storage with buildings – a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1305-1325.
  27. Vogel, J. & Felbinger, J. & Johnson, M., 2016. "Natural convection in high temperature flat plate latent heat thermal energy storage systems," Applied Energy, Elsevier, vol. 184(C), pages 184-196.
  28. Mirzaei, Parham A. & Haghighat, Fariborz, 2012. "Modeling of phase change materials for applications in whole building simulation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5355-5362.
  29. Bie, Yu & Li, Ming & Chen, Fei & Królczyk, Grzegorz & Yang, Lin & Li, Zhixiong & Li, Weihua, 2019. "A novel empirical heat transfer model for a solar thermal storage process using phase change materials," Energy, Elsevier, vol. 168(C), pages 222-234.
  30. Zhang, P. & Xiao, X. & Ma, Z.W., 2016. "A review of the composite phase change materials: Fabrication, characterization, mathematical modeling and application to performance enhancement," Applied Energy, Elsevier, vol. 165(C), pages 472-510.
  31. Tan, Pepe & Lindberg, Patrik & Eichler, Kaia & Löveryd, Per & Johansson, Pär & Kalagasidis, Angela Sasic, 2020. "Thermal energy storage using phase change materials: Techno-economic evaluation of a cold storage installation in an office building," Applied Energy, Elsevier, vol. 276(C).
  32. Chiu, Justin N.W. & Martin, Viktoria, 2013. "Multistage latent heat cold thermal energy storage design analysis," Applied Energy, Elsevier, vol. 112(C), pages 1438-1445.
  33. Kenisarin, Murat & Mahkamov, Khamid, 2016. "Passive thermal control in residential buildings using phase change materials," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 371-398.
  34. Wei, Lien Chin & Malen, Jonathan A., 2016. "Amplified charge and discharge rates in phase change materials for energy storage using spatially-enhanced thermal conductivity," Applied Energy, Elsevier, vol. 181(C), pages 224-231.
  35. Waqas, Adeel & Ud Din, Zia, 2013. "Phase change material (PCM) storage for free cooling of buildings—A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 607-625.
  36. Diarce, G. & Campos-Celador, Á. & Martin, K. & Urresti, A. & García-Romero, A. & Sala, J.M., 2014. "A comparative study of the CFD modeling of a ventilated active façade including phase change materials," Applied Energy, Elsevier, vol. 126(C), pages 307-317.
  37. Zhou, Zhihua & Zhang, Zhiming & Zuo, Jian & Huang, Ke & Zhang, Liying, 2015. "Phase change materials for solar thermal energy storage in residential buildings in cold climate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 692-703.
  38. Pointner, Harald & de Gracia, Alvaro & Vogel, Julian & Tay, N.H.S. & Liu, Ming & Johnson, Maike & Cabeza, Luisa F., 2016. "Computational efficiency in numerical modeling of high temperature latent heat storage: Comparison of selected software tools based on experimental data," Applied Energy, Elsevier, vol. 161(C), pages 337-348.
  39. Wei Jiang & Ke Song & Bailin Zheng & Yongchuan Xu & Ruoshi Fang, 2020. "Study on Fast Cold Start-Up Method of Proton Exchange Membrane Fuel Cell Based on Electric Heating Technology," Energies, MDPI, vol. 13(17), pages 1-26, August.
  40. Wang, Guohui & Yang, Yanan & Wang, Shuxin, 2020. "Ocean thermal energy application technologies for unmanned underwater vehicles: A comprehensive review," Applied Energy, Elsevier, vol. 278(C).
  41. Danial Karimi & Hamidreza Behi & Mohsen Akbarzadeh & Joeri Van Mierlo & Maitane Berecibar, 2021. "Holistic 1D Electro-Thermal Model Coupled to 3D Thermal Model for Hybrid Passive Cooling System Analysis in Electric Vehicles," Energies, MDPI, vol. 14(18), pages 1-20, September.
  42. Li, Min & Wu, Zhishen, 2012. "A review of intercalation composite phase change material: Preparation, structure and properties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2094-2101.
  43. Zhang, Ziyu & Ding, Tao & Zhou, Quan & Sun, Yuge & Qu, Ming & Zeng, Ziyu & Ju, Yuntao & Li, Li & Wang, Kang & Chi, Fangde, 2021. "A review of technologies and applications on versatile energy storage systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).
  44. Pirasaci, Tolga & Wickramaratne, Chatura & Moloney, Francesca & Yogi Goswami, D. & Stefanakos, Elias, 2017. "Dynamics of phase change in a vertical PCM capsule in the presence of radiation at high temperatures," Applied Energy, Elsevier, vol. 206(C), pages 498-506.
  45. Yang, Jialin & Yang, Lijun & Xu, Chao & Du, Xiaoze, 2016. "Experimental study on enhancement of thermal energy storage with phase-change material," Applied Energy, Elsevier, vol. 169(C), pages 164-176.
  46. Soares, N. & Bastos, J. & Pereira, L. Dias & Soares, A. & Amaral, A.R. & Asadi, E. & Rodrigues, E. & Lamas, F.B. & Monteiro, H. & Lopes, M.A.R. & Gaspar, A.R., 2017. "A review on current advances in the energy and environmental performance of buildings towards a more sustainable built environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 845-860.
  47. Parameshwaran, R. & Kalaiselvam, S. & Harikrishnan, S. & Elayaperumal, A., 2012. "Sustainable thermal energy storage technologies for buildings: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2394-2433.
  48. Ma, Zhesong & Wang, Yanhui & Wang, Shuxin & Yang, Yanan, 2016. "Ocean thermal energy harvesting with phase change material for underwater glider," Applied Energy, Elsevier, vol. 178(C), pages 557-566.
  49. Li, Qiyuan & Tehrani, S. Saeed Mostafavi & Taylor, Robert A., 2017. "Techno-economic analysis of a concentrating solar collector with built-in shell and tube latent heat thermal energy storage," Energy, Elsevier, vol. 121(C), pages 220-237.
  50. Dabiri, Soroush & Mehrpooya, Mehdi & Nezhad, Erfan Ghavami, 2018. "Latent and sensible heat analysis of PCM incorporated in a brick for cold and hot climatic conditions, utilizing computational fluid dynamics," Energy, Elsevier, vol. 159(C), pages 160-171.
  51. Jankowski, Nicholas R. & McCluskey, F. Patrick, 2014. "A review of phase change materials for vehicle component thermal buffering," Applied Energy, Elsevier, vol. 113(C), pages 1525-1561.
  52. Stéphane Guichard & Frédéric Miranville & Dimitri Bigot & Bruno Malet-Damour & Teddy Libelle & Harry Boyer, 2015. "Empirical Validation of a Thermal Model of a Complex Roof Including Phase Change Materials," Energies, MDPI, vol. 9(1), pages 1-16, December.
  53. Allouche, Yosr & Varga, Szabolcs & Bouden, Chiheb & Oliveira, Armando C., 2016. "Validation of a CFD model for the simulation of heat transfer in a tubes-in-tank PCM storage unit," Renewable Energy, Elsevier, vol. 89(C), pages 371-379.
  54. Saffari, Mohammad & de Gracia, Alvaro & Ushak, Svetlana & Cabeza, Luisa F., 2017. "Passive cooling of buildings with phase change materials using whole-building energy simulation tools: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1239-1255.
  55. Scharinger-Urschitz, Georg & Schwarzmayr, Paul & Walter, Heimo & Haider, Markus, 2020. "Partial cycle operation of latent heat storage with finned tubes," Applied Energy, Elsevier, vol. 280(C).
  56. Zeneli, M. & Malgarinos, I. & Nikolopoulos, A. & Nikolopoulos, N. & Grammelis, P. & Karellas, S. & Kakaras, E., 2019. "Numerical simulation of a silicon-based latent heat thermal energy storage system operating at ultra-high temperatures," Applied Energy, Elsevier, vol. 242(C), pages 837-853.
  57. Zahir, Md. Hasan & Mohamed, Shamseldin A. & Saidur, R. & Al-Sulaiman, Fahad A., 2019. "Supercooling of phase-change materials and the techniques used to mitigate the phenomenon," Applied Energy, Elsevier, vol. 240(C), pages 793-817.
  58. Fleming, Evan & Wen, Shaoyi & Shi, Li & da Silva, Alexandre K., 2013. "Thermodynamic model of a thermal storage air conditioning system with dynamic behavior," Applied Energy, Elsevier, vol. 112(C), pages 160-169.
  59. Salunkhe, Pramod B. & Shembekar, Prashant S., 2012. "A review on effect of phase change material encapsulation on the thermal performance of a system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5603-5616.
  60. Tay, N.H.S. & Liu, M. & Belusko, M. & Bruno, F., 2017. "Review on transportable phase change material in thermal energy storage systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 264-277.
  61. Mostafavi Tehrani, S. Saeed & Shoraka, Yashar & Diarce, Gonzalo & Taylor, Robert A., 2019. "An improved, generalized effective thermal conductivity method for rapid design of high temperature shell-and-tube latent heat thermal energy storage systems," Renewable Energy, Elsevier, vol. 132(C), pages 694-708.
  62. Soares, N. & Gaspar, A.R. & Santos, P. & Costa, J.J., 2015. "Experimental study of the heat transfer through a vertical stack of rectangular cavities filled with phase change materials," Applied Energy, Elsevier, vol. 142(C), pages 192-205.
  63. Rao, Zhonghao & Wang, Shuangfeng, 2011. "A review of power battery thermal energy management," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4554-4571.
  64. Bastani, Arash & Haghighat, Fariborz & Kozinski, Janusz, 2014. "Designing building envelope with PCM wallboards: Design tool development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 554-562.
  65. Bazri, Shahab & Badruddin, Irfan Anjum & Naghavi, Mohammad Sajad & Bahiraei, Mehdi, 2018. "A review of numerical studies on solar collectors integrated with latent heat storage systems employing fins or nanoparticles," Renewable Energy, Elsevier, vol. 118(C), pages 761-778.
  66. Prieto, M.M. & González, B., 2016. "Fluid flow and heat transfer in PCM panels arranged vertically and horizontally for application in heating systems," Renewable Energy, Elsevier, vol. 97(C), pages 331-343.
  67. Fran Torbarina & Kristian Lenic & Anica Trp, 2022. "Computational Model of Shell and Finned Tube Latent Thermal Energy Storage Developed as a New TRNSYS Type," Energies, MDPI, vol. 15(7), pages 1-26, March.
  68. Amin, N.A.M. & Bruno, F. & Belusko, M., 2012. "Effectiveness–NTU correlation for low temperature PCM encapsulated in spheres," Applied Energy, Elsevier, vol. 93(C), pages 549-555.
  69. Rao, Zhonghao & Wang, Shuangfeng & Peng, Feifei & Zhang, Wei & Zhang, Yanlai, 2012. "Dissipative particle dynamics investigation of microencapsulated thermal energy storage phase change materials," Energy, Elsevier, vol. 44(1), pages 805-812.
  70. Al-abidi, Abduljalil A. & Bin Mat, Sohif & Sopian, K. & Sulaiman, M.Y. & Mohammed, Abdulrahman Th., 2013. "CFD applications for latent heat thermal energy storage: a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 353-363.
  71. Amin Ebrahimi & Chris R. Kleijn & Ian M. Richardson, 2019. "Sensitivity of Numerical Predictions to the Permeability Coefficient in Simulations of Melting and Solidification Using the Enthalpy-Porosity Method," Energies, MDPI, vol. 12(22), pages 1-18, November.
  72. Mandilaras, I.D. & Kontogeorgos, D.A. & Founti, M.A., 2015. "A hybrid methodology for the determination of the effective heat capacity of PCM enhanced building components," Renewable Energy, Elsevier, vol. 76(C), pages 790-804.
  73. Dutil, Yvan & Rousse, Daniel & Lassue, Stéphane & Zalewski, Laurent & Joulin, Annabelle & Virgone, Joseph & Kuznik, Frédéric & Johannes, Kevyn & Dumas, Jean-Pierre & Bédécarrats, Jean-Pierre & Castell, 2014. "Modeling phase change materials behavior in building applications: Comments on material characterization and model validation," Renewable Energy, Elsevier, vol. 61(C), pages 132-135.
  74. Tehrani, S. Saeed Mostafavi & Taylor, Robert A. & Saberi, Pouya & Diarce, Gonzalo, 2016. "Design and feasibility of high temperature shell and tube latent heat thermal energy storage system for solar thermal power plants," Renewable Energy, Elsevier, vol. 96(PA), pages 120-136.
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