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Flow and Filtration: The Physics of Brewing Dr. Alex Speers Department of Food Science and Technology
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Outline Introduction – Brewing gums –shearing Methods –Rheometry –Filtration Summary
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Why study -glucans? Cause processing problems in brewing: Under-modification of barley endosperm High viscosity of wort and beer Slow runoff of wort and beer Haze formation in packaged beer Clogging of membranes Increased production cost
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Localization of barley -glucans Structure of a barley kernel
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Beta-Glucan and Arabinoxylan Content of Selected Beers (ug / ml)
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Chemical structure of barley - glucans Unbranched chains of -D-glucopyranose residues -(1 4)- linkage -(1 3)- linkage O O O O O O
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Chemical structure of arabinoxylans
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Localization of gums Deposited mainly in in endosperm cell walls Barley endosperm cell walls contain 20% arabinoxylans 70% -glucans Barley aleurone cell walls contain 65-67% arabinoxylans 26-29% -glucans Beta-glucan content barley: 0.14 - 8.9 % wort/beer: 12 - 940 mg/L
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Non-Fermentable Brewing Gums Defined as Non Starch Polysaccharides Gums - warm water extractable Tend to viscosify wort and beer Thus, add body/foam stability In the distant past - not ‘a problem’ With advent of membrane filters, tight production schedules & lighter beer Pose problems in some breweries some times
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Beta-Glucan fringed micelles
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Micelle-like Aggregation
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Methods
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Rheological Definitions Science of deformation and flow Three important terms are shear rate ( ), shear stress ( ) and viscosity ( ) - note different symbols used. h={ V, F V/h, = F/A
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Calculation Example l Shear rate if dV= 1 cm/s and h = 1 cm? l Shear rate = 1cm/s ÷ 1 cm =1 /s l Shear rate units /s or s -1 l Shear stress if F= 0.001 N and A= 1 m 2 ? l Shear stress = 0.001 N/ m 2 = 1 mPa l Viscosity = 1 mPa s
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Shear stress/shear rate measurement: rotational l RPM -> shear rate l Torque -> shear stress l Viscosity = shear stress/shear rate
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Rheometry Cone and plate and coaxial fixtures
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Shear stress/shear rate measurement: pipe flow l Flow rate -> shear rate l Pressure loss -> shear stress l Viscosity = shear stress/shear rate l Best suited for measuring Newtonian flow behaviour.
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Rheometry Capillary viscometer
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Rheometry Viscomat
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Viscosity Dependence Temperature = A e E/RT Concentration (gums, o P, Etoh) Shear rate Shear history
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Shear effects
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Non-Newtonian Flow Found at high gum concentrations
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Rheological Notes Normally viscosity properly defined as apparent viscosity - mPa s (= cP), Kinematic viscosity is apparent viscosity divided by density (Stokes) –(Misleading terms in literature), 1 mPa s is = 1 cP ~ viscosity of water at 20 o C, Apparent viscosty depends on density, temperature, shear rate and shear history.
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Rheological Notes Intrinsic Viscosity [ Based on extrapolated Specific viscosity ( / s -1)/c ->0 Can be used to determine shape of polymer based on molecular weight: [
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Determination of C* with 327 kDa -glucan in a control buffer 0 0.5 1 1.5 2 2.5 3 0246810 -glucan concentration (g/L) C*= 3.11 g/L 1/ log ( rel ) Effect of Concentration
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Early Results Using 327 kDa -glucan at 50 g/L, ethanol (0-7%), maltose (0-15%) and pH (3.6-5.2) l Viscosities were significantly different (P<0.05).
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Variation of [ ] and C* of -glucan solutions High ethanol4.1 0.5 6.04646.47 Low ethanol4.1 0.5 4.0 8122.72 Control4.1 0.55.08153.11 High maltose4.1 0.85.08062.13 Low maltose4.1 0.15.08623.05 Low pH3.6 0.5 5.07413.95 High pH4.5 0.5 5.0 8273.05 TreatmentpHmaltoseethanol [ ] C* (%)(%) (mL/g)(g/L)
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Why Sporadic? Depends on crop year Stressed plant tends to more -glucan (Kendall)
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Why Some Breweries? Depends plant equipment Depends on process Possibly due to differences in shearing of wort & beer
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Brewing Shear Rates? Turbulent or laminar? N RE = V L/ = density, V = velocity L= diameter = viscosity Average shear rate in turbulence = [( / ) 3 / ] 1/4 = average power dissipation per unit mass
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Brewing Shear Rates? Turbulent or laminar? Turbulent flow cascades to laminar flow at small distance scales
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Brewing Shear Rates Defined by Reynolds number of 2000- 3000 Note Re= DV / Also note V is the average pipe velocity Generally get turbulent flow
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Brewing Shear Rates Shear in Kettle8600 s -1 –(Speers et al. 2002) Shear in Fermenter20-60 s -1 (Speers & Ritcey, 1995) Shear in Yeast brink tank<15 s -1 (Kawamura et al. 1999) Average shear rate in pipe flow –High 915 s -1 –Mean 500 s -1 –Low 175 s -1
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Membrane filtration Theory developed in 30’s Based on capillary plugging due to gradual restriction in diameter Surdarmana et al. 1996 Tech Quarterly t/V = t/V max + 1/Q init V max maximum filtrate volume Q init intial flow rate
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Membrane filtration Theory developed in 30’s Based on capillary plugging due to gradual restriction in diameter Surdarmana et al. 1996 Tech Quarterly t/V = t/V max + 1/Q init V max maximum filtrate volume Q init intial flow rate
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Filtration Apparatus
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Example Sudarmana Transform Medium viscosity arabinoxlyan in model beer
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Relation of Intrinsic Viscosity and Filtration 1/V max [ ] for membrane test Filterability negatively correlated with [ ] for commercial (DE) filtration Membrane filtration more suited for detection of -glucan problems
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Conclusions Ethanol, pH and maltose effect viscosity Shear strong effect on filtration Shear within brewery typically turbulent average 40-1250 s -1 Sudarmana fit ‘works’ (Tech. Quart 33:63)
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Students ! NSERC Labatt Brewing R&D NSDAM Westcan Malting Canada Malting Pfeuffer GmbH and Profamo Inc (Viscomat automated capillary rheometer) Acknowledgments
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