Simulation of nanofluid micro-channel heat exchanger using computational fluid dynamics integrated with artificial neural network

Energy Reports - Tập 9 - Trang 239-247 - 2023
Chaiyanan Kamsuwan1, Xiaolin Wang2, Lee Poh Seng3, Cheng Kai Xian3, Ratchanon Piemjaiswang4, Pornpote Piumsomboon1,5, Yotsakorn Pratumwal6, Somboon Otarawanna6, Benjapon Chalermsinsuwan1,5,7
1Fuels Research Center, Department of Chemical Technology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
2School of Engineering, The Australian National University, Canberra, ACT 2601, Australia
3Department of Mechanical Engineering, Faculty of Engineering, National University of Singapore, 9 Engineering Drive 1, 117576, Singapore
4Environmental Research Institute, Chulalongkorn University, Bangkok, 10330, Thailand
5Center of Excellence on Petrochemical and Materials Technology, Chulalongkorn University, Bangkok 10330, Thailand
6National Metal and Materials Technology Center, National Science and Technology Development Agency, Pathum Thani 12120, Thailand
7Advanced Computational Fluid Dynamics Research Unit, Chulalongkorn University, Bangkok 10330, Thailand

Tài liệu tham khảo

2020, The water-energy nexus: In interview with CEEW & IHA O’Malley, 2016 Haddad, 2014, Some efficient solutions to recover low and medium waste heat: Competitiveness of the thermoacoustic technology, Energy Procedia, 50, 1056, 10.1016/j.egypro.2014.06.125 Zohuri, 2018, Chapter 12 - heat exchangers, 299 Jouhara, 2018, Waste heat recovery technologies and applications, Therm Sci Eng Prog, 6, 268, 10.1016/j.tsep.2018.04.017 Men, 2021, Performance comparison of different total heat exchangers applied for waste heat recovery, Appl Therm Eng, 182, 10.1016/j.applthermaleng.2020.115715 Sheth, 2011, Performance characterization of a microchannel liquid/liquid heat exchanger throughout an extended duration life test Yih, 2020, Experimental characterization of thermal-hydraulic performance of a microchannel heat exchanger for waste heat recovery, Energy Convers Manage, 204, 10.1016/j.enconman.2019.112309 Attalla, 2020, An experimental study on heat transfer and fluid flow of rough plate heat exchanger using al2o3/water nanofluid, Exp Heat Transfer, 33, 261, 10.1080/08916152.2019.1625469 Qi, 2019, Experimental study on the flow and heat transfer characteristics of nanofluids in double-tube heat exchangers based on thermal efficiency assessment, Energy Convers Manage, 197, 10.1016/j.enconman.2019.111877 Barzegarian, 2017, Thermal performance augmentation using water based Al2O3-gamma nanofluid in a horizontal shell and tube heat exchanger under forced circulation, Int Commun Heat Mass Transfer, 86, 52, 10.1016/j.icheatmasstransfer.2017.05.021 2021, Understanding microchannel heat exchangers & their use cases Jafari, 2017, Evaluation of performance and thermophysical properties of alumina nanofluid as a new heating medium for processing of food products, J Food Process Eng, 40, 10.1111/jfpe.12544 Tora, 2012, Aspen plus preliminary simulation of nanofluids, J Am Sci, 8, 391 Zhou, 2019, Heat transfer characteristics of Cu-based microchannel heat exchanger fabricated by multi-blade milling process, Int J Therm Sci, 138, 559, 10.1016/j.ijthermalsci.2019.01.007 2020 Kays, 2005, Vol. 30 Nikkhah, 2019, Thermal performance of a micro heat exchanger (MHE) working with zirconia-based nanofluids for industrial cooling, Int J Ind Chem, 10, 193, 10.1007/s40090-019-0183-6 Ishida, 2007, Enhanced modeling of moisture equilibrium and transport in cementitious materials under arbitrary temperature and relative humidity history, Cem Concr Res, 37, 565, 10.1016/j.cemconres.2006.11.015 Xia, 2015, Effects of different geometric structures on fluid flow and heat transfer performance in microchannel heat sinks, Int J Heat Mass Transfer, 80, 439, 10.1016/j.ijheatmasstransfer.2014.08.095 Apmann, 2021, Thermal conductivity and viscosity: Review and optimization of effects of nanoparticles, Materials (Basel, Switzerland), 14, 1291, 10.3390/ma14051291 Webb, 1981, Performance evaluation criteria for use of enhanced heat transfer surfaces in heat exchanger design, Int J Heat Mass Transfer, 24, 715, 10.1016/0017-9310(81)90015-6 Akcay, 2022, Numerical analysis of hydraulic and thermal performance of Al2O3-water nanofluid in a Zigzag channel with central winglets, Gazi Univ J Sci, 10.35378/gujs.1012201