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2023 | OriginalPaper | Chapter

14. Estimation of the Energy Dissipation Rate in a Stirred Tank by 2D PIV Measurements

Authors : Lucas Freitas de Lima e Freitas, Helder Lima de Moura, Rodrigo de Lima Amaral, Paula Trindade da Silva, José Roberto Nunhez, Guilherme José de Castilho

Published in: Advances in Turbulence

Publisher: Springer International Publishing

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Abstract

The chapter delves into the crucial aspect of energy dissipation rate estimation in mechanically agitated mixing tanks, widely used in various industrial sectors. It emphasizes the importance of understanding turbulent flow characteristics through the use of Particle Image Velocimetry (PIV) measurements. The study compares four estimation methods—Direct Estimation, Modified Direct Estimation, Large Eddy Simulation, and Assumption of Local Axisymmetry—and examines their accuracy at different spatial resolutions. The results reveal significant variations in energy dissipation rate values based on the chosen method and spatial resolution, with higher resolutions showing increased accuracy. The chapter also discusses the challenges and limitations of each method, providing valuable insights into optimizing energy dissipation rate estimation in industrial mixing processes.

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Literature
go back to reference Alekseenko SV, Bilsky AV, Dulin VM, Markovich DM (2007) Experimental study of an impinging jet with different swirl rates. Int J Heat Fluid Flow 28:1340–1359CrossRef Alekseenko SV, Bilsky AV, Dulin VM, Markovich DM (2007) Experimental study of an impinging jet with different swirl rates. Int J Heat Fluid Flow 28:1340–1359CrossRef
go back to reference Basavarajappa M, Draper T, Toth P, Ring TA, Miskovic S (2015) Numerical and experimental investigation of single phase flow characteristics in stirred tank using Rushton turbine and flotation impeller. Miner Eng 83:156–167CrossRef Basavarajappa M, Draper T, Toth P, Ring TA, Miskovic S (2015) Numerical and experimental investigation of single phase flow characteristics in stirred tank using Rushton turbine and flotation impeller. Miner Eng 83:156–167CrossRef
go back to reference Delafosse A, Collignon ML, Crine M, Toye D (2011) Estimation of the turbulent kinetic energy dissipation rate from 2D-PIV measurements in a vessel stirred by an axial Mixel TTP impeller. Chem Eng Sci 66:1728–1737CrossRef Delafosse A, Collignon ML, Crine M, Toye D (2011) Estimation of the turbulent kinetic energy dissipation rate from 2D-PIV measurements in a vessel stirred by an axial Mixel TTP impeller. Chem Eng Sci 66:1728–1737CrossRef
go back to reference Ducci A, Yianneskis M (2007) Vortex tracking and mixing enhancement in stirred processes. AIChE J 53:305–315CrossRef Ducci A, Yianneskis M (2007) Vortex tracking and mixing enhancement in stirred processes. AIChE J 53:305–315CrossRef
go back to reference Escudié R, Liné A (2003) Experimental analysis of hydrodynamics in a radially agitated tank. AlChE J 49(3):585–603CrossRef Escudié R, Liné A (2003) Experimental analysis of hydrodynamics in a radially agitated tank. AlChE J 49(3):585–603CrossRef
go back to reference Gabriele A, Nienow AW, Simmons MJH (2009) Use of angle resolved PIV to estimate local specific energy dissipation rates for up- and down-pumping pitched blade agitators in a stirred tank. Chem Eng Sci 64:126–143CrossRef Gabriele A, Nienow AW, Simmons MJH (2009) Use of angle resolved PIV to estimate local specific energy dissipation rates for up- and down-pumping pitched blade agitators in a stirred tank. Chem Eng Sci 64:126–143CrossRef
go back to reference Guida A, Nienow AW, Barigou M (2010) The effects of the azimuthal position of the measurement plane on the flow parameters determined by PIV within a stirred vessel. Chem Eng Sci 65:2454–2463CrossRef Guida A, Nienow AW, Barigou M (2010) The effects of the azimuthal position of the measurement plane on the flow parameters determined by PIV within a stirred vessel. Chem Eng Sci 65:2454–2463CrossRef
go back to reference Hasal P, Jahoda M, Fořt I (2008) Macro-instability: a chaotic flow component in stirred tanks. Philos Trans R Soc A Math Phys Eng Sci 366:409–418MathSciNetCrossRefMATH Hasal P, Jahoda M, Fořt I (2008) Macro-instability: a chaotic flow component in stirred tanks. Philos Trans R Soc A Math Phys Eng Sci 366:409–418MathSciNetCrossRefMATH
go back to reference Hlawitschka MW, Bart H-J (2012) Determination of local velocity, energy dissipation and phase fraction with LIF- and PIV-measurement in a Kuhni miniplant extraction column. Chem Eng Sci 69(1):138–145CrossRef Hlawitschka MW, Bart H-J (2012) Determination of local velocity, energy dissipation and phase fraction with LIF- and PIV-measurement in a Kuhni miniplant extraction column. Chem Eng Sci 69(1):138–145CrossRef
go back to reference Hoque MM, Sathe MJ, Joshi JB, Evans GM (2014) Analysis of turbulence energy spectrum by using particle image velocimetry. Proc Eng 90:320–326CrossRef Hoque MM, Sathe MJ, Joshi JB, Evans GM (2014) Analysis of turbulence energy spectrum by using particle image velocimetry. Proc Eng 90:320–326CrossRef
go back to reference Hoque MM, Sathe MJ, Mitra S, Joshi JB, Evans GM (2015) Comparison of specific energy dissipation rate calculation methodologies utilising 2D PIV velocity measurement. Chem Eng Sci 137:752–767CrossRef Hoque MM, Sathe MJ, Mitra S, Joshi JB, Evans GM (2015) Comparison of specific energy dissipation rate calculation methodologies utilising 2D PIV velocity measurement. Chem Eng Sci 137:752–767CrossRef
go back to reference Joshi JB, Nere NK, Rane CV, Murthy BN, Mathpati CS, Patwardhan AW, Ranade VV (2011) CFD Simulation of stirred tanks: comparison of turbulence models. Part I: Radial flow impellers. Can J Chem Eng 89:23–82CrossRef Joshi JB, Nere NK, Rane CV, Murthy BN, Mathpati CS, Patwardhan AW, Ranade VV (2011) CFD Simulation of stirred tanks: comparison of turbulence models. Part I: Radial flow impellers. Can J Chem Eng 89:23–82CrossRef
go back to reference Khan FR (2005) Investigation of turbulent flows and instabilities in a stirred vessel using a particle image velocimetry. PhD thesis, Loughborough University, Loughborough Khan FR (2005) Investigation of turbulent flows and instabilities in a stirred vessel using a particle image velocimetry. PhD thesis, Loughborough University, Loughborough
go back to reference Kim BJ, Sung HJ (2006) A further assessment of interpolation schemes for window deformation in PIV. Exp Fluids 41:499–511CrossRef Kim BJ, Sung HJ (2006) A further assessment of interpolation schemes for window deformation in PIV. Exp Fluids 41:499–511CrossRef
go back to reference Liu N, Wang W, Han J, Zhang M, Angeli P, Wu C, Gong J (2016) A PIV investigation of the effect of disperse phase fraction on the turbulence characteristics of liquid-liquid mixing in a stirred tank. Chem Eng Sci 152:528–546CrossRef Liu N, Wang W, Han J, Zhang M, Angeli P, Wu C, Gong J (2016) A PIV investigation of the effect of disperse phase fraction on the turbulence characteristics of liquid-liquid mixing in a stirred tank. Chem Eng Sci 152:528–546CrossRef
go back to reference Meyers J, Sagaut P (2007) On the model coefficients for the standard and the variational multi-scale Smagorinsky model. J Fluid Mech 569:287–319MathSciNetCrossRefMATH Meyers J, Sagaut P (2007) On the model coefficients for the standard and the variational multi-scale Smagorinsky model. J Fluid Mech 569:287–319MathSciNetCrossRefMATH
go back to reference Micheletti M, Baldi S, Yeoh SL, Ducci A, Papadakis G, Lee KC, Yianneskis M (2004) On spatial and temporal variations and estimates of energy dissipation in stirred reactors. Chem Eng Res Des 82:1188–1198CrossRef Micheletti M, Baldi S, Yeoh SL, Ducci A, Papadakis G, Lee KC, Yianneskis M (2004) On spatial and temporal variations and estimates of energy dissipation in stirred reactors. Chem Eng Res Des 82:1188–1198CrossRef
go back to reference Nikiforaki L, Montante G, Lee KC, Yianneskis M (2003) On the origin, frequency and magnitude of macro-instabilities of the flows in stirred vessels. Chem Eng Sci 58:2937–2949CrossRef Nikiforaki L, Montante G, Lee KC, Yianneskis M (2003) On the origin, frequency and magnitude of macro-instabilities of the flows in stirred vessels. Chem Eng Sci 58:2937–2949CrossRef
go back to reference Okamoto K, Nishio S, Kobayashi T, Saga T, Takehara K (2000) Evaluation of the 3D-PIV standard images (PIV-STD project). J Visualization 3(2):115–123CrossRef Okamoto K, Nishio S, Kobayashi T, Saga T, Takehara K (2000) Evaluation of the 3D-PIV standard images (PIV-STD project). J Visualization 3(2):115–123CrossRef
go back to reference Pao YH (1965) Structure of turbulent velocity and scalar fields at large wavenumbers. Phys Fluids 8:1063–1075CrossRef Pao YH (1965) Structure of turbulent velocity and scalar fields at large wavenumbers. Phys Fluids 8:1063–1075CrossRef
go back to reference Prasad AK (2000) Particle image velocimetry. Curr Sci 79(1):51–60 Prasad AK (2000) Particle image velocimetry. Curr Sci 79(1):51–60
go back to reference Roy S, Acharya S, Cloeter MD (2010) Flow structure and the effect of macro-instabilities in a pitched-blade stirred tank. Chem Eng Sci 65:3009–3024CrossRef Roy S, Acharya S, Cloeter MD (2010) Flow structure and the effect of macro-instabilities in a pitched-blade stirred tank. Chem Eng Sci 65:3009–3024CrossRef
go back to reference Saarenrinne P, Piirto M, Eloranta H (2001) Experiences of turbulence measurement with PIV. Meas Sci Technol 12(11):1904–1910CrossRef Saarenrinne P, Piirto M, Eloranta H (2001) Experiences of turbulence measurement with PIV. Meas Sci Technol 12(11):1904–1910CrossRef
go back to reference Schäfer M, Yianneskis M, Wächter P, Durst F (1998) Trailing vortices around a 45° pitched-blade impeller. AIChE J 44:1233–1246CrossRef Schäfer M, Yianneskis M, Wächter P, Durst F (1998) Trailing vortices around a 45° pitched-blade impeller. AIChE J 44:1233–1246CrossRef
go back to reference Sharp KV, Adrian RJ (2001) PIV study of small-scale flow structure around a Rushton turbine. AIChE J 47:766–778CrossRef Sharp KV, Adrian RJ (2001) PIV study of small-scale flow structure around a Rushton turbine. AIChE J 47:766–778CrossRef
go back to reference Sheng J, Meng H, Fox RO (2000) A large eddy PIV method for turbulence dissipation rate estimation. Chem Eng Sci 55(20):4423–4434CrossRef Sheng J, Meng H, Fox RO (2000) A large eddy PIV method for turbulence dissipation rate estimation. Chem Eng Sci 55(20):4423–4434CrossRef
go back to reference Sossa-Echeverria J, Taghipour F (2015) Computational simulation of mixing flow of shear thinning non-Newtonian fluids with various impellers in a stirred tank. Chem Eng Process 93:66–78 Sossa-Echeverria J, Taghipour F (2015) Computational simulation of mixing flow of shear thinning non-Newtonian fluids with various impellers in a stirred tank. Chem Eng Process 93:66–78
go back to reference Tanaka T, Eaton JK (2007) A correction method for measuring turbulence kinetic energy dissipation rate by PIV. Exp Fluids 42:893–902CrossRef Tanaka T, Eaton JK (2007) A correction method for measuring turbulence kinetic energy dissipation rate by PIV. Exp Fluids 42:893–902CrossRef
go back to reference Unadkat H (2009) Investigation of turbulence modulation in solid-liquid suspensions using FPIV and micromixing experiments. PhD thesis, Loughborough University, Loughborough Unadkat H (2009) Investigation of turbulence modulation in solid-liquid suspensions using FPIV and micromixing experiments. PhD thesis, Loughborough University, Loughborough
go back to reference Westerweel J, Elsinga GE, Adrian RJ (2013) Particle image velocimetry for complex and turbulent flows. Annu Rev Fluid Mech 45:409–436MathSciNetCrossRefMATH Westerweel J, Elsinga GE, Adrian RJ (2013) Particle image velocimetry for complex and turbulent flows. Annu Rev Fluid Mech 45:409–436MathSciNetCrossRefMATH
go back to reference Xu D, Chen J (2013) Accurate estimate of turbulent dissipation rate using PIV data. Exp Thermal Fluid Sci 44:662–672CrossRef Xu D, Chen J (2013) Accurate estimate of turbulent dissipation rate using PIV data. Exp Thermal Fluid Sci 44:662–672CrossRef
go back to reference Yianneskis M (2000) Trailing vortex, mean flow and turbulence modification through impeller blade design in stirred reactors. In Proceedings of the 10th European conference on mixing, Delft, The Netherlands Yianneskis M (2000) Trailing vortex, mean flow and turbulence modification through impeller blade design in stirred reactors. In Proceedings of the 10th European conference on mixing, Delft, The Netherlands
Metadata
Title
Estimation of the Energy Dissipation Rate in a Stirred Tank by 2D PIV Measurements
Authors
Lucas Freitas de Lima e Freitas
Helder Lima de Moura
Rodrigo de Lima Amaral
Paula Trindade da Silva
José Roberto Nunhez
Guilherme José de Castilho
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-031-25990-6_14

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