Utilizing Buckingham Pi theorem and multiple regression analysis in scaling up direct contact membrane distillation processes

Desalination - Tập 528 - Trang 115606 - 2022
Heba Khafajah1,2, Mohamed I. Hassan Ali1,2,3, Navya Thomas2,4, Isam Janajreh1,2, Hassan A. Arafat2,5
1Department of Mechanical Engineering, Khalifa University, Abu Dhabi, United Arab Emirates
2Center for Membrane and Advanced Water Technology, Khalifa University, Abu Dhabi, United Arab Emirates
3Mechanical Power Engineering Department, Helwan University, Cairo, Egypt
4Cranfield Water Science Institute, Cranfield University, Bedfordshire MK43 0AL, UK
5Department of Chemical Engineering, Khalifa University, Abu Dhabi, United Arab Emirates

Tài liệu tham khảo

Hosseinzadeh, 2020, Bioresource technology effective modelling of hydrogen and energy recovery in microbial electrolysis cell by artificial neural network and adaptive network-based fuzzy inference system, Bioresour. Technol., 316, 10.1016/j.biortech.2020.123967 Bretas, 2020, Comparison of UV, UV/H2O2 and ozonation processes for the treatment of membrane distillation concentrate from surface water treatment: PhACs removal and environmental and human health risk assessment, Chem. Eng., 397 Zhao, 2015, Condensation, re-evaporation and associated heat transfer in membrane evaporation and sweeping gas membrane distillation, J. Memb. Sci., 475, 445, 10.1016/j.memsci.2014.11.002 Saffarini, 2012, Economic evaluation of stand-alone solar powered membrane distillation systems, Desalination, 299, 55, 10.1016/j.desal.2012.05.017 Olatunji, 2018, Heat and mass transport in modeling membrane distillation configurations: a review, Front Energy Res., 6, 130, 10.3389/fenrg.2018.00130 Francis, 2021, Performance evaluation of the DCMD desalination process under bench scale and large scale module operating conditions, J. Membr. Sci., 455, 103, 10.1016/j.memsci.2013.12.033 Ali, 2016, Chemical engineering and processing: process intensification optimization of module length for continuous direct contact membrane distillation process, Chem. Eng. Process., 110, 188, 10.1016/j.cep.2016.10.014 Silva, 2021, Understanding the effects of operational conditions on the membrane distillation process applied to the recovery of water from textile effluents, Process Saf. Environ. Prot., 145, 285, 10.1016/j.psep.2020.08.022 Jamed, 2018, Effects of embedding functionalized multi-walled carbon nanotubes and alumina on the direct contact poly(vinylidene fluoride-co-hexafluoropropylene) membrane distillation performance, Chem. Eng. Commun., 206, 1035, 10.1080/00986445.2018.1542302 Rabie, 2021, Effect of channel height on the overall performance of direct contact membrane distillation, Appl. Therm. Eng., 196, 10.1016/j.applthermaleng.2021.117262 Zrelli, 2016, Impact of the feed concentration on the permeate flux of the solar vacuum membrane distillation equipped with helically coiled fibers Gustafson, 2016, A stepwise model of direct contact membrane distillation for application to large-scale systems: experimental results and model predictions, Desalination, 378, 14, 10.1016/j.desal.2015.09.022 Zhang, 2012, Modelling heat and mass transfers in DCMD using compressible membranes, J. Memb. Sci., 387–388, 7, 10.1016/j.memsci.2011.08.034 KKS, 2009, Pilot-scale studies for direct contact membrane desalination process, Reclamation, 134, 1 D. Winter, Membrane distillation: A thermodynamic, technological and economic analysis, Dissertation. doi:10.2370/9783844037067. Hitsov, 2017, Calibration and analysis of a direct contact membrane distillation model using Monte Carlo filtering, J. Membr. Sci., 515, 63, 10.1016/j.memsci.2016.05.041 Hitsov, 2017, Full-scale direct contact membrane distillation (DCMD) model including membrane compaction effects, J. Membr. Sci., 524, 245, 10.1016/j.memsci.2016.11.044 Dong, 2017, Open-source predictive simulators for scale-up of direct contact membrane distillation modules for seawater desalination, Desalination, 402, 72, 10.1016/j.desal.2016.08.025 Rend, 2021, Applied sciences mathematical model for scaling up bioprocesses using experiment design combined with Buckingham pi theorem, Appl. Sci., 11, 11338, 10.3390/app112311338 Islam, 2009, Combined use of dimensional analysis and modern experimental design methodologies in hydrodynamics experiments, Ocean Eng., 36, 237, 10.1016/j.oceaneng.2008.11.004 Patel, 2020, ScienceDirect dimensional analysis of structural response in complex biological structures, Math. Comput. Simul., 172, 305, 10.1016/j.matcom.2019.12.001 Salmani, 2018, Estimating heat release due to a phase change of high-pressure condensing steam using the Buckingham pi theorem, Eur. Phys. J. Plus, 134, 48, 10.1140/epjp/i2019-12416-6 Najib, 2021, Application of the Buckingham ∏ theorem to model the multiple effect vacuum membrane distillation, J. Therm. Sci. Eng. Appl., 14 Yazgan-Birgi, 2019, Comparative performance assessment of flat sheet and hollow fiber DCMD processes using CFD modeling, Sep. Purif. Technol., 212, 709, 10.1016/j.seppur.2018.11.085 Andrjesdóttir, 2013, An experimentally optimized model for heat and mass transfer in direct contact membrane distillation, Int. J. Heat Mass Transf., 66, 855, 10.1016/j.ijheatmasstransfer.2013.07.051 Camacho, 2013, Advances in membrane distillation for water desalination and purification applications, Water (Switzerland), 5, 94 Ghaleni, 2018, 44, 1921 Zohuri, 2017 Liu, 2010, Effect of flow deflector on the flux improvement in direct contact membrane distillation, Desalination, 253, 16, 10.1016/j.desal.2009.11.042 Hwang, 2011, Direct contact membrane distillation (DCMD): experimental study on the commercial PTFE membrane and modeling, J. Membr. Sci., 371, 90, 10.1016/j.memsci.2011.01.020 He, 2011, Production of drinking water from saline water by direct contact membrane distillation (DCMD), J. Ind. Eng. Chem., 17, 41, 10.1016/j.jiec.2010.10.007 Khoshvaght-Aliabadi, 2014, Influence of different design parameters and Al2O3-water nanofluid flow on heat transfer and flow characteristics of sinusoidal-corrugated channels, Energy Convers. Manag., 88, 96, 10.1016/j.enconman.2014.08.042 Sebastia-Saez, 2014, Volume of fluid modeling of the reactive mass transfer of CO2 into aqueous amine solutions in structured packed elements at microscale, Energy Procedia, 63, 1229, 10.1016/j.egypro.2014.11.133 Huo, 2021, Numerical analyses of heterogeneous clc reaction and transport processes in large oxygen carrier particles, Processes, 9, 1, 10.3390/pr9010125 Gryta, 2012, Effectiveness of water desalination by membrane distillation process, Membranes (Basel), 2, 415, 10.3390/membranes2030415 Rane, 2020, Computational study of fluid flow in tapered orifices for needle-free injectors, J. Control. Release, 319, 382, 10.1016/j.jconrel.2020.01.013 Kuang, 2019, Analysis of temperature and concentration polarizations for performance improvement in direct contact membrane distillation, Int. J. Heat Mass Transf., 145, 10.1016/j.ijheatmasstransfer.2019.118724 Soukane, 2017, Effect of feed flow pattern on the distribution of permeate fluxes in desalination by direct contact membrane distillation, Desalination, 418, 43, 10.1016/j.desal.2017.05.028 Eykens, 2017, Direct contact and air gap membrane distillation: differences and similarities between lab and pilot scale, Desalination, 422, 91, 10.1016/j.desal.2017.08.018 Cath, 2004, Experimental study of desalination using direct contact membrane distillation: a new approach to flux enhancement, J. Membr. Sci., 228, 5, 10.1016/j.memsci.2003.09.006