Skip to main content

Advertisement

Log in

Comparison of filtering models for milk substitutes

  • Original Article
  • Published:
Journal of Food Science and Technology Aims and scope Submit manuscript

Abstract

Membrane-based methods of filtering are becoming increasingly popular in the food industry, but membrane fouling significantly affects filtration performance, making the characterisation of fouling mechanisms critical. This study examined the applicability of three mathematical models. The resistance-in-series model divides the total resistance into membrane resistance, reversible resistance and irreversible resistance. The Hermia models distinguish four basic blocking mechanisms, namely complete blocking, standard blocking, intermediate blocking and cake filtration. The Makardij model analyses the flux-reducing or -enhancing effects. In the experiments, different models were investigated and compared. The feed solution was two milk substitute drinks (soy and oat) that were ultrafiltered under different operating parameters (transmembrane pressures: 0.05–0.1 MPa, stirring rate: 100–400 min−1). By fitting the data to the models, the most characteristic blocking mechanism and the rate constant that most influenced flux could be determined.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig.1
Fig.2
Fig.3
Fig.4

Similar content being viewed by others

Abbreviations

c 0 :

Concentration of feed solution [kgm−3]

J v :

Water flux on clean membrane [ms−1] [Lm2h1]

J c :

Steady-state flux [ms−1] [Lm2h1]

J eq :

Equilibrium flux [ms−1] [Lm2h1]

J ss :

Steady-state flux [ms−1] [Lm2h1]

J v1 :

Water flux after filtration [ms−1] [Lm2h1]

J 0 :

Flux at time t = 0 [ms−1] [Lm2h1]

k c , k s , k i , k g :

Constants of Hermia models

k 1 :

Rate constant for flux decline [m3kg−1 s−1]

k 2 :

Rate constant for deposit removal from the membrane [ms−2]

K :

Parameters of the Hermia fouling model [—]

n:

Parameters of the Hermia fouling model [—]

n :

Makardij’s empirical value

R t :

Total resistance [m−1]

R m :

Membrane resistance[m−1]

R rev :

Reversible resistance [m−1]

R irr :

Irreversible resistance [m−1]

Re :

Reynolds number

t :

Filtration time [s, min, h]

TMP:

Transmembrane pressure [Pa]

V :

Permeate volume [m3]

η p :

Permeate viscosity [Pas]

η v :

Water viscosity [Pas

References

  • Amin INHM, Mohammad AW, Markom M, Peng LC, Hilal N (2010) Analysis of deposition mechanism during ultrafiltration of glycerin-rich solutions. Desalination 261(3):313–320

    Article  Google Scholar 

  • Bernat N, Chafer M, Gonzalez-Martınez C, Rodrıguez-Garcıa J, Chiralt A (2015) Optimisation of oat milk formulation to obtain fermented derivatives by using probiotic Lactobacillus reuteri microorganisms. Food Sci Technol Int 21(2):145–157

    Article  CAS  Google Scholar 

  • Corbatón-Báguena JM, Álvarez-Blanco S, Vincent-Vela MC (2015) Fouling mechanisms of ultrafiltration membranes fouled with whey model solutions. Desalination 360:87–96

    Article  Google Scholar 

  • Deswal A, Deora SN, Mishra NH (2014) Optimization of enzymatic production process of oat milk using response surface methodology. Food Bioprocess Technol 7:610–618

    Article  CAS  Google Scholar 

  • Field R, Wu D, Howell J, Gupta B (1995) Critical flux concept for microfiltration fouling. J Membr Sci 100:259–272

    Article  CAS  Google Scholar 

  • Gekas V, Baralla G, s Flores V. (1998) Applications of membrane technology in the food industry. Food Sci Technol Intern 4(5):311–328

    Article  Google Scholar 

  • Hermia J (1982) Constant pressure blocking filtration laws—application to power-law non-newtonian fluids. Trans Inst Chem Eng 60:183–187

    CAS  Google Scholar 

  • Ho CC, Zydney AL (2000) A combined pore blockage and cake filtration model for protein fouling during microfiltration. J Colloid Interface Sci 232:389–399

    Article  CAS  Google Scholar 

  • Hodúr C, Kertész Sz, Szép A, Keszthelyi-Szabó G, László Zs (2013) Modelling of membrane separation and applying combined operations at Biosystems. Prog Agric Eng Sci 9:3–25

    Google Scholar 

  • Kertész Sz, Beszédes S, László Zs, Szabó G, Hodúr C (2010) Nanofiltration and reverse osmosis of pig manure: Comparison of results from vibratory and classical modules. Desalination Water Treat 14(1–3):233–238

    Article  Google Scholar 

  • László Zs, Kertész Sz, Mlinkovics E, Hodúr C (2007) Dairy waste water treatment by combining ozonation and nanofiltration. Sep Sci Technol 42(7):1627–1637

    Article  Google Scholar 

  • Mah SK, Chuah CK, Lee C, Chai SP (2012) Ultrafiltration of palm oil-oleic acid-glycerin solutions: Fouling mechanism identification, fouling mechanism analysis and membrane characterizations. Sep Purif Technol 98:419–431

    Article  CAS  Google Scholar 

  • Makardij A, Farid M, Chen XD (2002) A simple and effective model for cross flow microfiltration and ultrafiltration. Can J Chem Eng 80:28–36

    Article  CAS  Google Scholar 

  • Mohammad AW, Ng CY, Lim YP, Ng GH (2012) Ultrafiltration in food processing industry: review on application, membrane foulin, and fouling control. Food Bioprocess Technol 5:1143–1156

    Article  Google Scholar 

  • Mohammadi T, Kazemimoghadam M, Saadabadi M (2003) Modeling of membrane fouling and flux decline in reverse osmosis during separation of oil in water emulsions. Desalination 157(1–3):369–375

    Article  CAS  Google Scholar 

  • Mondal S, De S (2009) Generalized criteria for identification of fouling mechanism under steady sate membrane filtration. J Membr Sci 344:6–13

    Article  CAS  Google Scholar 

  • Mondal S, De S (2010) A fouling model for steady sate crossflow membrane filtration considering sequential intermediate pore blocking and cake formation. Sep Purif Technol 75:222–228

    Article  CAS  Google Scholar 

  • Ng CY, Mohammad AW, Ng LY, Jahim JM (2014) Membrane fouling mechanisms during ultrafiltration of skimmed coconut milk. J Food Eng 142:190–200

    Article  CAS  Google Scholar 

  • Nourbakhsh H, Emam-Djomeh Z, Mirsaeedghazi H, Omid M, Moieni S (2013) Study of different fouling mechanisms during membrane clarification of red plum juice. Int J Food Sci Technol 49:58–64

    Article  Google Scholar 

  • Noyes R (1994) Unit operations in environmental engineering. Noyes, Park Ridge, NJ, pp 239–264

    Google Scholar 

  • Salahi A, Abbasi M, Mohammadi T (2010) Permeate flux decline during UF of oily wastewater: experimental and modelling. Desalination 251(1–3):153–160

    Article  CAS  Google Scholar 

  • Sarkar B (2013) A combined complete pore blocking and cake filtration model during ultrafiltration of polysaccharide in a batch cell. J Food Eng 116(2):333–343

    Article  CAS  Google Scholar 

  • Vela MCV, Blanco SA, García JL, Rodríguez EB (2008) Analysis of membrane pore blocking models applied to the ultrafiltration of PEG. Sep Purif Technol 62:489–498

    Article  CAS  Google Scholar 

  • Wang F, Tarabara VV (2008) Pore blocking mechanisms during early stages of membrane fouling by colloids. J Colloid Interface Sci 328(2):464–469

    Article  CAS  Google Scholar 

  • Zeman LJ, Zydney AL (1996) Microfiltration and ultrafiltration principles and applications, 2nd edn. Dekker Inc., New York

    Google Scholar 

  • Zhao H, Wanng Y, Li W, Qin F, Chen J (2017) Effects of oligosaccharides and soy soluble polysaccharide on the rheological and textural properties of calcium sulfate-induced soy protein gels. Food Bioprocess Technol 10:556–567

    Article  CAS  Google Scholar 

  • Zhu Z, Mhemdi H, Ding L, Bals O, Jaffrin MY, Grimi N, Vorobiev E (2014) Dead-end dynamic ultrafiltration of juice expressed from electroporated sugar beets. Food Bioprocess Technol 8(3):615–622

    Article  Google Scholar 

Download references

Acknowledgement

The project was financed by EFOP-3.6.2-16-2017-00010-RING 2017 and NKFIH/OTKA K-115691 projects.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sándor Beszédes.

Ethics declarations

Conflict of interests

The authors declare that there are no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hodúr, C., Szpisják-Gulyás, N., Lemmer, B. et al. Comparison of filtering models for milk substitutes. J Food Sci Technol 58, 4429–4436 (2021). https://doi.org/10.1007/s13197-020-04928-y

Download citation

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13197-020-04928-y

Keywords

Navigation