Investigation of propeller mixer for agitation of non-Newtonian fluid flow to predict the characteristics within the design process (2023)

Table of Contents
Chemical Engineering Science Abstract Graphical abstract Introduction Section snippets Method fundamentals Considered hydraulic systems Experiments Discussion Conclusion Acknowledgements References (50) Mixing of non-Newtonian fluids in a cylindrical stirred vessel equipped with a novel side-entry propeller Chem. Eng. Sci. Power consumption scale-up in agitating non-Newtonian fluids Chem. Eng. Sci. Scale-up method for power consumption of agitators in the creeping flow regime Chem. Eng. Sci. A new design method for propeller mixers agitating non-newtonian fluid flow Chem. Eng. Sci. Investigation of the influence of viscoelastic behaviour on the agitation of non-Newtonian fluid flow Chem. Eng. Sci. Apparent yield stress in xanthan gum solutions at low concentrations Chem. Eng. J. Accuracy of non-Newtonian lattice Boltzmann simulations J. Comput. Phys. A viscosity adaption method for lattice Boltzmann simulations J. Comput. Phys. Consistent scale-up procedure for the power consumption in agitated non-Newtonian fluids Chem. Eng. Technol. Strömungmechanik nicht-Newtonscher Fluide Concentration regimes in xanthan gum solutions deduced from flow and viscoelastic properties Carbohydr. Polym. Non-Newtonian Flow In the Process Industries – Fundamentals and Engeineering Applications Strömung nicht-Newtonscher Medien Phänomenologische Rheologie Water SA Apparent yield stress estimation in xanthan gum solutions and fermentation broths using a low-cost viscosimeter Chem. Eng. J. Maschinentechnik in der Abwasserreinigung – Verfahren und Ausrüstung Auslegung von Rührfermentern – Berücksichtigung der nicht-Newtonschen Eigenschaften von Fermentationslösungen Chem. Ing. Tech. Effect of mixing behaviour on gas-liquid mass transfer in highly viscous, stirred non-Newtonian liquids Chem. Eng. Technol. Der Leistungsbedarf von Rührern in nicht-Newtonschen Flüssigkeiten Chem. Ing. Tech. Energie aus Biomasse – Grundlagen, Techniken und Verfahren On the rotational viscoelastic flows around simple bodies and agitators Trans. Inst. Chem. Eng. Scale-up method for the power consumption of agitators in the creeping flow regime Chem. Eng. Sci. Cited by (5) Experimental investigation of the mixing characteristics of non-Newtonian fluids through an ultrasonic Doppler anemometer (UDA) Effects of turbulence modeling on the prediction of flow characteristics of mixing non-Newtonian fluids in a stirred vessel Mixing of non-Newtonian fluids in a cylindrical stirred vessel equipped with a novel side-entry propeller Genetic algorithm-assisted artificial neural network for retrieval of a parameter in a third grade fluid flow through two parallel and heated plates Chaotic mixing behavior of non-Newtonian fluid intensified by multilayer rigid-flexible impeller induced flow field interface instability Recommended articles (6) On the decomposition numbers of SO8+(2f) Special Issue on fate and transport of biocolloids and nanoparticles in soil and groundwater systems Film flow on rotating wheel in a horizontal twin-shaft reactor for polymer devolatilization Morphological Transitions in Surfactant Bilayer System Confined compression behaviour of a shear thickening fluid with concentrated submicron particles Monitoring of organic contamination in the ambient air of microelectronic clean room by proton-transfer reaction/time-of-flight/mass spectrometry (PTR–ToF–MS) Videos

Chemical Engineering Science

Volume 191,

14 December 2018

, Pages 420-435

Author links open overlay panel, , , ,

Abstract

Many different procedures to design mixers have been investigated in research literature. The methods are either typically based on empiricism or already available mixers are scaled to adjust them to different but similar operating conditions, as considered in the original design process. For the most part the power characteristics of such a design of mixer has been proven through empirical methods, or is estimated within the mentioned scale-up methodology. The estimation of the power consumption has been shown as especially prone to error. The practice of estimation is associated with uncertainties, due to the determination of the power consumption in a late step of the design technique, or just simply has a low reliability. In this paper, a method will be derived in order to predict the full power characteristic without performing any experimental investigations within the design process. A new blade element momentum theory based design method will be taken and enhanced to calculate the power consumption by actually inverting the entire design procedure.

Introduction

In many technical disciplines there is a wide set of applications for the mixing of non-Newtonian fluid flows, especially in the process industry but also in waste water treatment or biogas power plants (Zlokarnik, 1999, Kaltschmitt and Hartmann, 2001, Hellmann and Riegler, 2003, Stieß, 2009).

The depth of knowledge about the power consumption has been driven by the importance of improving the process efficiency of the applied mixers. Whilst vertical aligned mixers are preferred in the process industry, waste water treatment and biogas power plants often utilize mixers with a horizontal aligned shaft (Zlokarnik, 1999, Kaltschmitt and Hartmann, 2001, Kraume, 2003). In this second subfield, the utilization of a combination of propeller mixers and submersible electric motors has been proven as a strong method as it can reach a high mass flow rate together with the capability for a high viscous fluid flow that is typically connected to common applications (Zlokarnik, 1999).

However, the design of the deployed propellers can cause critical operating points to occur. As aforementioned the power consumption of the applied mixers is important to the efficiency of the mixer. However, the power consumption is also related to the heat development of the electric motor and so a poorly designed propeller mixer can cause overheating when operating beyond or even at the specified design point and hence a total breakdown of the mixing process may well occur.

Thus, a well designed mixer and the knowledge about its full characteristics is of high importance to efficiency and reliability conditions. But until today, there has been no fully clear and comprehensible design technique for mixers that is theoretically substantiated. Hence, in the scope of this work, an alternative design procedure, which is based on analytical models will be considered. Nevertheless, to underline the difference of this method to the common procedures developed in the past, these procedures will be summarized quickly in the following section.

The geometrical shape of a mixer is often designed by experience or taken from related subfields. Subsequently, the mixer is scaled to the desired operating point by different methods that have been proven in practice.

One of these methods to scale mixers was introduced in 1957 by Metzner and Otto (1957). Another method was developed in the 1970s by Rieger and Novak, 1972, Rieger and Novak, 1973, Rieger and Novak, 1974. In the past, both procedures were often applied and also improved or enhanced. But in general most of the enhancements are directly related to one or both of the mentioned origin methods.

Many improvements can be found throughout related literature. A method introduced by Henzler and Obernosterer (1991) is seen to be close to the method of Metzner and Otto but with one key difference: instead of the shaft speed, the power of the mixer is taken into account. The concept developed by Wassmer et al. is very close to Henzler’s concept (Wassmer, 2005), but was derived from experimental investigations. Reviol also discovered a power based concept. Reviol regarded an analytic formulation of an abstracted mixing process and confirmed his model by experimental investigations (Reviol, 2010, Reviol and Böhle, 2013, Reviol et al., 2014). Both the concepts of Wassmer et al. and Reviol can be applied and transformed into each other. A detailed summary of such established methods are gathered in various pieces of research literature e.g. in Kraume (2003) and Henzler (2007).

Although the original design methods are more than 50 years old, these procedures are still state of the art due to their simplicity (Wichterle et al., 1971) and their suitability when applied to many technical processes. In order to prove the suitability, many researchers discovered these methods. While the concept by Rieger and Novak has been confirmed for creeping flow by e.g. Kelkar et al., 1972, Kelkar et al., 1973, especially the dependency of Metzner’s and Otto’s concept on the mixed fluid was criticized in the past (Ulbrecht and Wichterle, 1967, Höcker et al., 1980, Tanguy et al., 1996), but also the lack of dimensional accuracy (Pawlowski, 2004), which possibly leads to wrong power calculation (Böhme, 1988). Thus, despite of the high acceptance of the mentioned methods, the fundamentals of these methods were often under criticism. More complex scale-up procedures related to theoretical considerations also exist but have not been approved in practice due to this complexity, see e.g. (Böhme, 1988, Kluck, 2016).

Criticism of the original methods was often driven by unsatisfactory results when applied to scale-up procedures or their enhancements. This is made clear as the considered mixer was designed for a point that is now no longer the operating point after having scaled the mixer. If deviation between these two points is too great and, thus non-modelled aspects are relevant within the process, then the scale-up procedure can be said to have come to the wrong power predictions. This can directly cause the aforementioned overheating or at least an inefficient mixing process.

Furthermore, a scale-up procedure always requires the presence of a mixer, because of the inability of these methods to develop the geometrical shape of the mixer. Hence, the design procedures, developed in the past, despite them having been accepted and proven in practice for many mixing processes, has to be complemented by a fully understandable and transparent design process.

(Video) SPX FLOW Webinar - Mixing of Viscous and Non Newtonian Fluids - EMEA

In Reviol et al. (2018), such a technique to design propeller mixer is presented. In contrast to the previously presented methods, the technique is based on analytical methods. Within this process, that only needs simple design parameters, all relevant output data is generated. The output contains the geometrical shape of the propeller mixer for a preselected operating point as well as power consumption, thrust and efficiency for this point. Since fluid machines are often operating beyond this previously considered design point, the in Reviol et al. (2018) presented technique leads to incomplete knowledge for practical use, due to the validity of the results for only one single operating point and this method leads to unsatisfactory results too and has to be enhanced.

In the present paper, a method is introduced to generate the characteristics of a propeller mixer based on its geometrical data, its design parameters and the factual operating parameters. The method is based on the design process introduced by Reviol et al. (2018) and includes this process, but is also applicable to propeller mixers, that were not designed by the aforementioned technique, provided that the mentioned input parameters are known for the propeller.

The technique is expected to calculate the complete characteristic diagram, depending on shaft speed and containing non-Newtonian properties of different fluids, which were not taken into account within the design process. In combination with (Reviol et al., 2018) the new designed propeller mixer is fully known.

Consequently, a full and completely clear design process to develop propeller mixers is now available. All relevant data is calculated within the design technique. Hence, subsequently performed experimental examinations to derive the power consumption or other data are no longer necessary.

Section snippets

Method fundamentals

The method to calculate the full power characteristics of a propeller mixer, which is introduced in this paper, is in general based on the new design technique, that was presented in Reviol et al. (2018). The calculation procedure is not actual a stand-alone procedure, but rather an extension and a logical enhancement of the mentioned design technique. Thus, a brief overview of the design procedure, presented in Reviol et al. (2018), is given.

Considered hydraulic systems

In the scope of this paper, two propeller mixers are designed via the in Reviol et al. (2018) presented method. With regard to these two propellers, the chapter Section 2.2 introduced an inverse procedure to calculate the whole power characteristic that is connected to the design point as well as the calculation of the characteristics for a differing operation point that will be validated by experimental methods. It is worth mentioning that the first propeller is explicitly designed neglecting

Experiments

In this chapter all performed experiments will be presented. At first, investigations for Propeller A are shown before the results of Propeller B are elucidated.

Discussion

The presentation of the results in chapter Section 4 elucidated the inability of the introduced algorithm to confirm the experimental investigation of Propeller A, while the algorithm predicted the experimental data for Propeller B with high accuracy.

Furthermore, the non-continuous course of the numerically calculated characteristics is striking for Propeller A as well as for Propeller B. It is obvious, that this course is not physical and that the reason for the non-continuous course has to be

Conclusion

In the scope of this paper, an inverse working algorithm to determine the full characteristics of a propeller mixer is implemented. The presented procedure is based on a new design method, introduced in Reviol et al. (2018). The validity of the inverse calculation procedure is proved by the investigation of two different propeller mixers.

According to the method, presented in Reviol et al. (2018), both propellers were designed initially, while Propeller A was designed under the assumption of

Acknowledgements

The authors would like to thank the foundation “Rhineland-Palatinate of innovation” of Germany (Stiftung “Rheinland-Pfalz für Innovation”) for the support of this project.

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  • Cited by (5)

    • Experimental investigation of the mixing characteristics of non-Newtonian fluids through an ultrasonic Doppler anemometer (UDA)

      2019, Experimental Thermal and Fluid Science

      Citation Excerpt :

      The reasons account for this difference are as follows: firstly, the effects of the design process on the inverse calculations. As stated in [42], the reason can be found in the over-estimated chord length for the radial sections near the hub, as a result of the over-estimated chord length causes the prediction of lower power consumption to engage the mass flow rate. Secondly, even though the flow around the propeller is assumed as planar flow, while the radial components are still unconsidered, which also make particular importance to produce the torque.

      This study conducts an experimental investigation of the effects of the mixing performance of a novel propeller fixed at three positions (0°, −10°, and 30°) was combined with the inference of the generalized Reynolds number and rheology properties. These were investigated using an ultrasonic Doppler anemometer (UDA) technique. All the experiments have been performed at three rheology concentration solutions (Rheo1, Rheo2, and Rheo3) and three rotation speeds (320 rpm, 380 rpm, and 440 rpm), which means nine generalized Reynolds numbers (Reg11, Reg12, Reg13, Reg21, Reg22, Reg23, Reg31, Reg32, Reg33), are selected for investigation. Torque features are first to demonstrate the characteristics of power consumption of the stirred system, and phase-averaged vorticity distributions provide the information of the vortex evolutions during the interaction between the jet vortex rings and the propeller. With the help of quantitative UDA data, instantaneous streamlines and velocity jet development are evaluated simultaneously to link the fluid dynamic characteristics in the vicinity of the propeller and the several cross-sections within the stirred vessel fields. The results showed that the inverse theoretical calculation for the propeller torque was highly comparable with the experimental measurements. It is found that the vorticity effect on the mixing quality is mainly reflected in the vortex ring in front of the propeller, whereas the impact of the Reynolds number on the fluid dynamic behavior for −10° and 30° are more significant than that of a 0°. Specifically, the vortex ring shed from the propeller hub is beneficial in suppressing the flow separation as well as the development of the secondary vortex ring.

    • Effects of turbulence modeling on the prediction of flow characteristics of mixing non-Newtonian fluids in a stirred vessel

      2019, Chemical Engineering Research and Design

      Citation Excerpt :

      The novel propeller had three blades and designed by using hydro-airfoils. The outer diameter of the propeller is 320 mm, and the inner hub diameter is 52 mm, the geometry parameters as shown in Fig.1(c) and for the detail design method and information, the reader can be referred to the publication (Reviol et al., 2018a, b) The propeller torque and rotation speed was measured using a torque transducer within the well-sealed housing on the shaft. The velocity field inside the vessel was performed by an ultrasonic Doppler anemometer (UDA) flow probe with the accuracy of ±1 mm/s.

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      Mixing characteristics of the non-Newtonian fluid in a stirred vessel with a side-entry novel propeller was investigated by using computational fluid dynamics (CFD). The SST model (SST), standard k-ω (SKO), Reynold stress model (RSM), standard k-ε (SKE), Realizable k-ε (KER), RNG k-ε (RNG) were evaluated for nine generalized Reynolds numbers operating at different flow conditions. In order to determine the estimated trait generalized Reynolds number at the end of the laminar regime, both the laminar and turbulent model simulations were conducted. Those results were validated with the published literature experimental results and different simulated results. By comparing the simulated and experimental literature results, the SST and RSM models are found to be more accurate than the other four turbulence models in predicting the torque. The power consumption and power numbers curves calculated from the SST and RSM models are highly consistent with the experimental results. To verify the effect of the applied turbulence models on predictive accuracy, both the velocity field, streamlines distributions, and the velocity profiles are evaluated. The RSM model was found to be more realizable for capturing mixing behavior in lower concentration solutions and with lower rotation speeds. However, this model has some drawbacks for modeling stirred vessels, such as a large number of modeled revolutions and mesh statistical required to obtain good quantities. In contrasts with the RSM model, the SST model is more reliable to predict velocity profiles and flow patterns in higher concentration solutions, especially in the near wall region.

    • Mixing of non-Newtonian fluids in a cylindrical stirred vessel equipped with a novel side-entry propeller

      2018, Chemical Engineering Science

      Citation Excerpt :

      Therefore, BET is applicable to designing a propeller on the basis of the rheological properties (consistency constant k and power index m) of non-Newtonian fluids to investigate the power consumption and flow patterns in a mixing vessel. ( Reviol et al., 2018) presented an optimized design of a propeller based on BET and lattice Boltzmann simulation method, which adopts a series of hydrofoil (EPPLER 817, NFL1015, FX60) profiles. The velocity triangles and force distribution on one of the hydrofoil element are analyzed on the basis of BET show in Fig. 1.

      A side-entry propeller was designed and introduced in this study. The mixing performance of shear thinning fluids in a cylindrical stirred vessel equipped with this propeller was experimentally investigated via an ultrasonic Doppler anemometer (UDA, experimental results were consistent with theoretical findings. The power number and Reynolds number of this propeller were evaluated by using Chhabra, Metzner and Reed equations. Results showed that the power number versus the Reynolds number curves were highly comparable with Metzner and Reed equations. The velocity jet vectors flow field of 320, 380, and 440 rpm were described in detail. These findings demonstrated that the circulation loops, cavern size, and shape were highly influenced by shear thinning parameters and operating conditions. The average of the velocity profiles from five sample lines in front of the propeller was utilized to analyze the effect of rheological properties and operating conditions on the propeller. The axial, radial and tangential 2D velocity profiles located at one sample line (200 mm) in front of the propeller at the design rotation speed were evaluated.

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