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Journal of Membrane Science
journal homepage: www.elsevier.com/locate/memsci
Mechanisms of flux decline in skim milk ultrafiltration: A review
Kenneth S.Y. Ng, Malavika Haribabu, Dalton J.E. Harvie, Dave E. Dunstan, Gregory J.O. Martin
⁎
Department of Chemical & Biomolecular Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia
ARTICLE INFO
Keywords:
Ultrafiltration
Skim milk
Concentration polarisation
Fouling
Modelling
ABSTRACT
Skim milk ultrafiltration (UF), used for milk protein concentration, is one of the most important unit operations
in dairy processing. However UF performance is severely reduced by flux decline resulting from concentration
polarisation (CP) and fouling, the mechanisms of which are still not fully understood for the complex colloidal
fluid of skim milk. In this review, we analyse published observations of CP and fouling of relevance to skim milk
UF to examine the underlying mechanisms. Current approaches for modelling the flux decline caused by CP and
fouling are reviewed. Focussed discussion is given to the current state of understanding of CP and fouling in
relation to the physicochemical properties of skim milk and the effectiveness of chemical cleaning. This review
identifies the roles of various milk components in CP and fouling behaviour and offers insights into the
mechanisms that govern flux decline.
1. Introduction
Skim milk ultrafiltration (UF) is a key unit operation in dairy
processing in which milk proteins are concentrated through the
removal of lactose, salts, peptides and other solutes, and water. UF
exploits size differences in the milk components to preferentially
concentrate the proteins, which cannot be achieved by evaporation
alone, allowing more flexible control over product composition. In
addition, filtration is considerably less energy-intensive [1,2], and
avoids prolonged heat exposure, allowing the functional properties
and sensory qualities of milk to be well preserved [3]. It is used
extensively in the production of cheese [2,4–7] and milk protein
concentrates (MPC) [5–9], and also for protein standardisation [5–
8,10].
Skim milk UF is particularly susceptible to poor operational
efficiency [8] due to flux decline resulting from concentration polarisa-
tion (CP) and fouling. CP is the accumulation of retained particles at
the membrane surface, while fouling occurs due to adsorption or
deposition of colloidal particles on the membrane surface and in the
membrane pores [2,11]. CP and fouling contribute resistance to
permeation flow, and can be responsible for severe reductions in flux
and changes in rejection properties, ultimately resulting in lower
throughput and altered product quality. The CP layer is a direct result
of flux and is usually reversible in the sense that it will quickly diffuse if
flux across the membrane is halted. However, severe CP can also result
in the formation of a gel layer formed through particle-particle
interactions and such a layer dissipates slowly, if at all, when the flux
is halted. From an operational perspective CP is unavoidable but it can
be minimised by improving particle convection away from the mem-
brane [2,12,13]. On the other hand, fouling is irreversible (upon
cessation of flux), and its removal requires back washing or often even
chemical cleaning. This interrupts operation, lowers productivity,
consumes large amounts of water and chemicals, and reduces mem-
brane life [2].
The optimisation of skim milk UF (both operation and cleaning)
requires an understanding of the mechanisms of flux decline in relation
to the physicochemical properties of skim milk, however this is still not
fully understood despite the widespread use of skim milk UF for over
30 years. In recent years substantial progress has been made in
understanding milk chemistry, and separately, the physics of CP and
membrane fouling by proteins. In addition significant advances have
been made in the development of mathematical models to describe
filtration behaviour, in particular via computational fluid dynamics
(CFD). However, this whole body of work has yet to be brought
http://dx.doi.org/10.1016/j.memsci.2016.09.036
Received 21 June 2016; Received in revised form 21 September 2016; Accepted 23 September 2016
⁎
Corresponding author.
E-mail address: gjmartin@unimelb.edu.au (G.J.O. Martin).
Abbreviations: AAS, atomic absorption spectroscopy; ATR-FTIR, attenuated total reflection Fourier transform infrared spectroscopy; BSA, bovine serum albumin; CCP, colloidal
calcium phosphate; CFD, computational fluid dynamics; CFV, cross-flow velocity; CIP, cleaning-in-place; CM, casein micelle; CN, casein; CP, concentration polarisation; DF,
diafiltration; EDTA, ethylenediaminetetraacetic acid; EDX, energy dispersive X-ray; GISAXS, grazing incidence small-angle X-ray scattering; IEP, isoelectric point; MF, microfiltration;
MPC, milk protein concentrate; MWCO, molecular weight cutoff; NPC, native phosphocaseinate; PAN, polyacrylonitrile; PEG, polyethylene glycol; PES, polyethersulfone; PSf,
polysulfone; PVDF, polyvinylidene difluoride; SAXS, small-angle X-ray scattering; SEM, scanning electron microscopy; SMUF, simulated milk ultrafiltrate; TMP, transmembrane
pressure; TN, total nitrogen; UHT, ultra-high temperature; UF, ultrafiltration; VRR, volume reduction ratio (or volume concentration factor, VCF); WP, whey proteins; WPI, whey
protein isolate
Journal of Membrane Science 523 (2017) 144–162
0376-7388/ © 2016 Elsevier B.V. All rights reserved.
Available online 24 September 2016
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