Skip to main content
. 2021 Apr 12;6(16):10578–10591. doi: 10.1021/acsomega.0c05966

Table 1. Literature Review of Experimental Data and Model Verification.

researcher year research group and facility fluid pipe dia. [in.] flow regime main experimental characteristics model verification with experimental results
Lund19 1998 TUPDP, single-phase loop South Pelto crude oil 1 laminar, single-phase flow coupled behavior with the Reynolds number  
            the ambient temperature was not maintained constant  
            do not resemble field conditions  
Matzain15 1999 TUPDP multiphase flow loop South Pelto crude oil 1 laminar and turbulent, two-phase oil–gas flow coupled behavior with the Reynolds number wax deposition prediction dependent on flow pattern
            the ambient temperature was not maintained constant experimental results are in good agreement with the Matzain model
            do not resemble field conditions  
Singh20 2000 University of Michigan, flow loop model oil 0.5 laminar, single-phase coupled behavior with the Reynolds number experimental results are in good agreement with the FMT model
            do not resemble field conditions  
Hernandez21 2003 TUPDP, multiphase loop South Pelto crude oil 1 turbulent, single-phase do not resemble field conditions FMT model overpredicts deposition and the EM model underpredicts the deposition process
Venkatesan16 2004 University of Michigan, flow loop model oil 0.5 turbulent, single-phase coupled behavior with the Reynolds number FMT model failed experimental data in good agreement with Venkatesan 2004 model
            do not resemble field conditions  
Lee22 2008 University of Michigan, gel-breaking facility model oil 0.3 laminar, single-phase flow do not resemble field conditions new precipitation kinetics model that predicted Venkatesan 2004 and Singh 2000 experimental data were in good agreement
Dwivedi25 2010 TUPDP, small-scale facility South Pelto crude oil 0.5 turbulent, single-phase flow do not keep the interface temperature constant EM model deposition was underpredicted in comparison with experimental data
        1   the data cannot be utilized to investigate scale-up and dominant parameters of wax deposition  
        1.5      
            interface temperature was not kept constant  
            inaccurate measurement technique  
            do not resemble field conditions  
Karami26 2011 TUPDP, small-scale facility Garden Banks condensate 0.5 turbulent, single-phase flow considered constant interface temperature EM model deposition was overpredicted in comparison with experimental data in some cases while it was underpredicted in some cases
        1   initial Reynolds number and initial shear stress were not considered constant  
        1.5      
            ambient temperature was not maintained constant  
            inaccurate measurement technique  
            experimental data obtained by all researchers  
            high shear stress and high Reynolds number  
            do not resemble field conditions  
Panacharoensawad17 2012 TUPDP, mini flow loop South Pelto crude oil 1 laminar and turbulent, two-phase oil–water flow do not resemble field conditions FMT model overpredicts deposition and the EM model underpredicts the deposition process
Singh23,24 2013 TUPDP, mini flow loop Garden Banks condensate 1 turbulent do not resemble field conditions FMT model overpredicts deposition and the EM model underpredicts the deposition process
Rittirong18 2014 TUPDP, multiphase loop Garden Banks condensate 1 laminar and turbulent multiphase flow do not resemble field conditions FMT model overpredicts deposition and the EM model underpredicts the deposition process
Agarwal2 2016 TUPDP, small-scale facility model oil 0.5 turbulent closer to field conditions FMT model overpredicts deposition and the EM model underpredicts the deposition process
        1      
        1.5