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Progress Seminar
INTRODUCTION
Shelf life is the length of time that a product remains saleable without
  appreciable deterioration in its quality and acceptability

 Factors influence are broadly classified as intrinsic and extrinsic
  factors

Intrinsic factors-raw material type & quality, product formulation and
   structure

Extrinsic factors-final product encounters as it moves through the food
   chain

Interactive - physical, chemical and microbiological deterioration and
   loss of acceptability
Cheese puri mix
Cheese-puri mix is a dry, convenience product-cheddar cheese,
  ghee, maida, SMP and permitted flavourings and preservatives


Composition;
Moisture absorption result in nonenzymatic browning, lumping,
 caking etc

Being a fat rich product- sensitive to lipid oxidation

Extent of changes dependent on the extent of moisture / oxygen
   absorption by the product

Shelf life influenced by the product properties, barrier properties of
  the packaging and the storage environment
Objectives
Develop mathematical models to predict the shelf
 life based on onset of deterioration due to
 moisture absorption



Develop mathematical models to predict the shelf
 life based on onset of deterioration due to
 oxidative rancidity
Time required by powder to reach critical moisture content
       θs = [ wd / (p* K AP )] Xi∫ Xc [ (d XθS ) / (Rhs – aw )
where;
   θs – shelf life time(days)
    Wd – dry weight of powder
    p* - saturation vapor pressure of water at storage temperature
    K - water vapor permeability of packaging material
    AP – surface area of packaging material
    aw - water activity of powder at storage temperature
    XθS – moisture content
    Rhs - relative humidity of storage environment
    Xi- initial moisture content
    Xc- critical moisture content


   Critical moisture content - determined separately for two
    approaches – cakiness & nonenzymatic browning
Moisture sorption study

Equilibrium moisture content (EMC) - Adsorption of moisture by the
  cheese puri mix at different RH and temperature

Seven saturated solutions – Different RH and EMC was investigated for
   temperatures of 35˚C & 45˚C

ERH values for saturated solutions changes with temperature –
  Equations developed Labuza (1984)
Effect of temperature on equilibrium moisture content
Mathematical Modeling of Isotherm
EMC and ERH data were fitted


GAB

                                                    (Rockland 1987)
      W - is equilibrium moisture content
      Wm - is monolayer moisture content
       C & k are constants
Constants of selected model – non-linear regression analysis
Testing of fitness of data and accuracy of prediction-Relative deviation
  %E
                        E=(100/N)Σ (| wcal -wpre|/ w cal)

      %E< 10 - for a good fit
GAB constants and goodness of fit of data


                Model parameters
  Model                                   R²       %E
               C        K        Wm
                                (% db)

  At 35˚C


  GAB
             4.0132   1.060      2.24    0.949   7.699
  At 45˚C


  GAB
            0.727426 1.088507    2.69    0.991   8.550
sticky point temperature
Reviews- suggests determination of sticky point temperature

   - sudden change in torque on shearing
   - sample sticking to a glass surface

Sample equilibrated @ different moisture content & temperature

Sample sheared using Brookfield viscometer& torque was monitored

For a given moisture content temp of sample- sudden increase in
  torque is taken sticky point temperature
Moisture gain v/s cakiness
Non ezymatic browning
Browning both subjective &objective methods
subjective - sensory evaluation
Objective
    - Enzymatic digestion method (Polombo et al. 1984)

   - Images scanned at an interval and imported to
 adobe Photoshop lab, histogram analyzed for lightness, a
 &b
Change in color
      ∆E=√(Lo-L*)²+(ao-a*)²+ (bo-b*)²
   Lo, ao , bo - zero day & L*, a*, b* -interval
Moisture gain v/s Non-enzymatic browning
Moisture gain v/s delta E
Sensory evaluation data of product kept for shelf life studies
                     (37˚C& 64% RH)
Methods adopted

Sorption study   Static moisture gain /loss by/ from the test sample

Sticky point     Temperature at which the force necessary to turn
temperature      impeller in a material increases suddenly (Lazar et
                 al.1956)
Non enzymatic Enzymatic digestion method (Polombo et al. 1984)
browning

Oxidative        UV absorption of steam distillate at 280nm
rancidity
Peroxide value Standard method prescribed in Kirk &
               Ronald(1991)
Work to be done
o2 permeability & water vapor permeability of
   packaging material

Establishment of critical NEB & corresponding
  HMF

Max peroxide value limiting shelf life & rate of
 oxygen absorption by powder

shelf life studies (37˚C& 64% RH) under progress
shelf life of cheese

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shelf life of cheese

  • 1.
  • 3. INTRODUCTION Shelf life is the length of time that a product remains saleable without appreciable deterioration in its quality and acceptability Factors influence are broadly classified as intrinsic and extrinsic factors Intrinsic factors-raw material type & quality, product formulation and structure Extrinsic factors-final product encounters as it moves through the food chain Interactive - physical, chemical and microbiological deterioration and loss of acceptability
  • 4. Cheese puri mix Cheese-puri mix is a dry, convenience product-cheddar cheese, ghee, maida, SMP and permitted flavourings and preservatives Composition;
  • 5. Moisture absorption result in nonenzymatic browning, lumping, caking etc Being a fat rich product- sensitive to lipid oxidation Extent of changes dependent on the extent of moisture / oxygen absorption by the product Shelf life influenced by the product properties, barrier properties of the packaging and the storage environment
  • 6. Objectives Develop mathematical models to predict the shelf life based on onset of deterioration due to moisture absorption Develop mathematical models to predict the shelf life based on onset of deterioration due to oxidative rancidity
  • 7. Time required by powder to reach critical moisture content θs = [ wd / (p* K AP )] Xi∫ Xc [ (d XθS ) / (Rhs – aw ) where; θs – shelf life time(days) Wd – dry weight of powder p* - saturation vapor pressure of water at storage temperature K - water vapor permeability of packaging material AP – surface area of packaging material aw - water activity of powder at storage temperature XθS – moisture content Rhs - relative humidity of storage environment Xi- initial moisture content Xc- critical moisture content Critical moisture content - determined separately for two approaches – cakiness & nonenzymatic browning
  • 8. Moisture sorption study Equilibrium moisture content (EMC) - Adsorption of moisture by the cheese puri mix at different RH and temperature Seven saturated solutions – Different RH and EMC was investigated for temperatures of 35˚C & 45˚C ERH values for saturated solutions changes with temperature – Equations developed Labuza (1984)
  • 9. Effect of temperature on equilibrium moisture content
  • 10. Mathematical Modeling of Isotherm EMC and ERH data were fitted GAB (Rockland 1987) W - is equilibrium moisture content Wm - is monolayer moisture content C & k are constants Constants of selected model – non-linear regression analysis Testing of fitness of data and accuracy of prediction-Relative deviation %E E=(100/N)Σ (| wcal -wpre|/ w cal) %E< 10 - for a good fit
  • 11. GAB constants and goodness of fit of data Model parameters Model R² %E C K Wm (% db) At 35˚C GAB 4.0132 1.060 2.24 0.949 7.699 At 45˚C GAB 0.727426 1.088507 2.69 0.991 8.550
  • 12. sticky point temperature Reviews- suggests determination of sticky point temperature - sudden change in torque on shearing - sample sticking to a glass surface Sample equilibrated @ different moisture content & temperature Sample sheared using Brookfield viscometer& torque was monitored For a given moisture content temp of sample- sudden increase in torque is taken sticky point temperature
  • 13. Moisture gain v/s cakiness
  • 14. Non ezymatic browning Browning both subjective &objective methods subjective - sensory evaluation Objective - Enzymatic digestion method (Polombo et al. 1984) - Images scanned at an interval and imported to adobe Photoshop lab, histogram analyzed for lightness, a &b Change in color ∆E=√(Lo-L*)²+(ao-a*)²+ (bo-b*)² Lo, ao , bo - zero day & L*, a*, b* -interval
  • 15. Moisture gain v/s Non-enzymatic browning
  • 16. Moisture gain v/s delta E
  • 17. Sensory evaluation data of product kept for shelf life studies (37˚C& 64% RH)
  • 18.
  • 19. Methods adopted Sorption study Static moisture gain /loss by/ from the test sample Sticky point Temperature at which the force necessary to turn temperature impeller in a material increases suddenly (Lazar et al.1956) Non enzymatic Enzymatic digestion method (Polombo et al. 1984) browning Oxidative UV absorption of steam distillate at 280nm rancidity Peroxide value Standard method prescribed in Kirk & Ronald(1991)
  • 20. Work to be done o2 permeability & water vapor permeability of packaging material Establishment of critical NEB & corresponding HMF Max peroxide value limiting shelf life & rate of oxygen absorption by powder shelf life studies (37˚C& 64% RH) under progress