Automated Evaluation of Contact Angles in a Three-Phase System of Selective Agglomeration in Liquids

Authors

  • Julia Schreier Inst. f. Micro-Process-Engineering and Particle Technology (IMiP) Umwelt-Campus Birkenfeld
  • Orkun Furat Institute of Stochastics Ulm University
  • Murat Cankaya Institute of Stochastics Ulm University
  • Volker Schmidt Institute of Stochastics Ulm University
  • Ulrich Bröckel Inst. f. Micro-Process-Engineering and Particle Technology (IMiP) Umwelt-Campus Birkenfeld

DOI:

https://doi.org/10.5566/ias.2403

Keywords:

automated detection, contact angle, image data, parametric contour modelling, selective agglomeration, three-phase system

Abstract

This study aims to an automated evaluation of contact angles in a three-phase system of selective agglomeration in liquids. Wetting properties, quantified by contact angles, are essential in many industries and their processes. Selective agglomeration as a three-phase system consists of a suspension liquid, a heterogeneous solid phase and an immiscible binding liquid. It offers the chance of establishing more efficient separation processes because of the shape-dependent wetting properties of fine particles (size ≤ 10 µm). In the present paper, an experimental setup for contact angle measurements of fine particles based on the Sessile Drop Method is described. Moreover, a new algorithm is discussed, which can be used to automatically compute contact angles from image data captured by a high-speed camera. The algorithm uses a marker-based watershed transform to segment the image data into regions representing the droplet, the carrier plate coated by fine particles, and the background. The main idea is a parametric modelling approach forthe time-dependent droplet’s contour by an ellipse.

The results show that the development of the dynamic contact angles towards a static contact angle can be efficiently determined based on this novel technique. These findings are useful for a detailed discrimination of wetting properties of spherical and irregularly shaped particles as well as their wetting kinetics. Also, a better understanding of selective agglomeration processes will be promoted by this user-friendly method.

References

Akcil A, Wu XQ, Aksay EK (2009). Coal‐Gold Agglomeration: An Alternative Separation Process in Gold Recovery. Sep Purif Rev 38:173–201.

Aktaş Z (2002). Some factors affecting spherical oil agglomeration performance of coal fines. Int J Min Process 65:177–90.

Albijanic B, Ozdemir O, Nguyen AV, Bradshaw D (2010). A review of induction and attachment times of wetting thin films between air bubbles and particles and its relevance in the separation of particles by flotation. Adv Colloid Interface Sci 159:1–21.

Alghunaim A, Kirdponpattara S, Newby BZ (2016). Techniques for determining contact angle and wettability of powders. Powder Technol 287:201–15.

Bensakhria A, Sajet P, Antonini G, Auquier W (2001). Solid/solid separation by selective agglomeration with agglomerant recovery by thermal desorption. Chem Eng J 81:171–78.

Bröckel U (1991). Untersuchungen zur Benetzungskinetik zwischen Partikeln und Kollektoren bei der Umbenetzungsagglomeration in Flüssigkeiten. PhD Universität Karlsruhe (TH).

Bröckel U, Löffler F (1991). A technique for measuring contact angles at particles. Part Part Syst Charact 8:215–21.

Brugnara M (2010). Contact Angle Plugin, Italy.

Buades A, Coll B, Morel JM (2005). A non-local algorithm for image denoising. In: 2005 IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit. CVPR05, IEEE, San Diego, CA, USA:60–5.

Buckton G, Newton JM (1986). Assessment of the wettability of powders by use of compressed powder discs- Powder Technol 46:201–08.

Canny J (1986). A computational approach to edge detection, IEEE Transactions on pattern analysis and machine intelligence 20:679-98.

Dawei W, Kewu W, Jicun Q (1986). Hydrophobic agglomeration and spherical agglomeration of wolframite fines. Int J Miner Process 17:261–71.

Dawei W, Kewu W, Jicun Q (1987). The activation mechanisms of wolframite by Ca2+ and Fe3+ ions in hydrophobic agglomeration, using sodium oleate as collector. Int J Miner Process 20:35–44.

Debacher NA, Ottewill RH (1991). Kinetics of contact angle formation at the gas-liquid-solid interphase. Colloids Surf 52:149–61.

Drzymala J, Markuszewski R, Wheelock TD (1991). Oil Agglomeration of Sulfurizes Pyrite. Miner Eng 4:161–72.

Farnand JR, Smith HM, Puddington IE (1961). Spherical agglomeration of solids in liquid suspension. Can J Chem Eng 39:94–7.

Gharabaghi M, Aghazadeh S (2014). A review of the role of wetting and spreading phenomena on the flotation practice. Curr Opin Colloid Interface Sci 19:266–82.

Gonzalez RC, Woods RE, Eddins SL (2004). Digital Image Processing Using MATLAB, Pearson Education India.

Gürses A, Doymus K, Bayrakceken S (1996). Selective oil agglomeration of brown coal: a systematic investigation of the design and process variables in the conditioning step. Fuel 75:1175–80.

House CI, Veal CJ (1989). Selective recovery of chalcopyrite by spherical agglomeration. Miner Eng 2:171–184.

Karde V, Ghoroi C (2014). Influence of surface modification on wettability and surface energy characteristics of pharmaceutical excipient powders. Int J Pharm 475:351–63.

Kelsall GH, Pitt JL (1987). Spherical agglomeration of fine wolframite ((Fe,Mn)WO4) mineral particles. Chem Eng Sci 42:679–88.

Kirsch RA (1971). Computer determination of the constituent structure of biological images. Computers and biomedical research 4:315–28.

Kokoszka S, Debeaufort F, Hambleton A, Lenart A, Voilley A (2010). Protein and glycerol contents affect physico-chemical properties of soy protein isolate-based edible films. Innov. Food Sci Emerg Technol 11:503–10.

Kossen NWF, Heertjes PM (1965). The determination of the contact angle for systems with a powder. Chem Eng Sci 20:593–99.

Kowalczuk PB, Zawala J (2016). A relationship between time of three-phase contact formation and flotation kinetics of naturally hydrophobic solids. Colloids Surf Physicochem Eng Asp 506:371–77.

Kubiak KJ, Wilson MCT, Mathia TG, Carval P (2011). Wettability versus roughness of engineering surfaces. Wear. 271:523–28.

Laskowski JS, Yu Z (2000). Oil agglomeration and its effect on beneficiation and filtration of low-rankroxidized coals. Int J Miner Process 58:237–52.

Lazghab M, Saleh K, Pezron I, Guigon P, Komunjer L (2005). Wettability assessment of finely divided solids. Powder Technol 157:79–91.

Link KC, Schlünder EU (1996). A new method for the characterisation of the wettability of powders. Chem Eng Technol 19:432–37.

Madec L, Muhr H, Plasari E (2002). Development of new methods to accelerate and improve the agglomeration of submicron particles by binding liquids. Powder Technol 128:236–41.

Morrow NR (1970). Physics and thermodynamics of capillary action in porous media, Ind Eng Chem 62:32–56.

Newcombe G, Ralston J (1994). Bubble spreading kinetics and mineral flotation. Miner Eng 7:889–903.

Nguyen AV, Schulze HJ, Ralston J (1997). Elementary steps in particle-bubble attachment. Int J Miner Process 51:183–95.

Nowak E, Robbins P, Combes G, Stitt EH, Pacek AW (2013).

Measurements of contact angle between fine, non-porous particles with varying hydrophobicity and water and non-polar liquids of different viscosities, Powder Technol 250:21–32.

Petela R, Ignasiak B, Pawlak W (1995). Selective agglomeration of coal: analysis of laboratory batch test results. Fuel 74:1200–10.

Ralston J, Dukhin SS, Mishchuk NA (2002). Wetting film stability and flotation kinetics. Adv Colloid Interface Sci95:145–236.

Sadowski Z (1995). Selective spherical agglomeration of fine salt-type mineral particles in aqueous solution. Colloids Surf 96:277–85.

Santini M, Guilizzoni M, Fest-Santini S (2013). X-ray computed microtomography for drop shape analysis and contact angle measurement. J Colloid Interface Sci 409:204–10.

Saulick Y, Lourenço SDN, Baudet BA (2017). A semi-automated technique for repeatable and reproducible contact angle measurements in granular materials using the sessile drop method. Soil Sci Soc Am J 81:241–49.

Schneider CA, Rasband WS, Eliceiri KW (2012). NIH Image to ImageJ: 25 years of image analysis. Nature methods 9:671–75.

Sirianni AF, Capes C., Puddington JE (1969). Recent experience with the spherical agglomeration process. Can J Chem Eng 47:166–70.

Slaghuis JH, Ferreira LC (1987). Selective spherical agglomeration of coal. Fuel. 66:1427–30.

Soille P (2013). Morphological Image Analysis: Principles and Applications. Springer Science & Business Media.

Spettl A, Wimmer R, Werz T, Heinze M, Odenbach S, Krill CE, Schmidt V (2015). Stochastic 3D modeling of Ostwald ripening at ultra-high volume fractions of the coarsening phase. Model Simul Mater Sci Eng 23: 065001.

Taylor P (2011). The wetting of leaf surfaces. Curr Opin Colloid Interface Sci 16:326–34.

Wahl EF, Baker CGJ (1971). The kinetics of titanium dioxide agglomeration in an agitated liquid suspension. Can J Chem Eng 49:742–46.

Zhang Y, Bi J, Wang S, Cao Q, Li Y, Zhou J, Zhu BW (2019). Functional food packaging for reducing residual liquid food: Thermo-resistant edible super-hydrophobic coating from coffee and beeswax. J Colloid Interface Sci 533:742–49.

Zuiderveld K (1994). Contrast limited adaptive histogram equalization. AP Professional, Boston.

Downloads

Published

2020-11-25

How to Cite

Schreier, J., Furat, O., Cankaya, M., Schmidt, V., & Bröckel, U. (2020). Automated Evaluation of Contact Angles in a Three-Phase System of Selective Agglomeration in Liquids. Image Analysis and Stereology, 39(3), 187–196. https://doi.org/10.5566/ias.2403

Issue

Section

Original Research Paper

Most read articles by the same author(s)

1 2 > >>