31 capacity  of  tempe.  A  positive  value  of  E
a
means  that  the  reaction  rate  increases with  increasing  temperature.  The  information  from  Arrhenius  parameters  can  be
used  to  optimize  thermal  process  and  maximize  quality  retention  of  tempe  by choosing an appropriate time-temperature combination.
Table 5  Activation energy for antioxidant properties and physical quality of tempe during thermal treatments.
Parameters Component
Equations r²
Ea kJmol
Antioxidant capacity
Tempe y = -251.1x
– 4.5769 0.999
2.09 Salt solution  y = -1160.3x
– 0.9188  0.873 9.65
Total y = -1765.4x
– 0.952 0.842
14.68 Total phenolic
content Tempe
y = -1194.1x – 2.2653  0.945
9.93 Salt solution  y = -2549.3x + 2.6167
0.999 21.19
Total y = -3627.2x + 4.6135
0.957 30.16
Hardness Tempe
y = -5330.3x + 10.467 0.968
44.32 Lightness
Tempe y = -6612.4x + 11.453
0.968 54.98
Greenness Tempe
y = -21823x + 58.122 0.868
181.44 Yellowness
Tempe y = -9952.8x + 22.787
0.978 82.75
Chroma Tempe
y = -8894.3x + 19.892 0.985
73.95
4.6 Application of Kinetic Data
Design  of  optimal  thermal  processing  relies  on  kinetic  of  bacterial inactivation  and  quality  changes  Van  Loey  et  al.  1995.
The  destruction  of microorganisms and quality factors does not proceed at the same rate Stumbo 1973,
Holdsworth 1985.
Commonly, every 10
o
C rise in temperature the rate of chemical reaction elevates two-fold, while the rate of microbial destruction rises ten-fold or
in  other  words  quality  deterioration  is  less  heat  sensitive  than  microbial destruction  Holdsworth  1985.  Because  of  the  differences  in  thermal  behaviour
between safety and quality factors, optimization is required to ensure the product safety and maximize retention of quality attributes.
A  conventional  thermal  process  blanching,  pasteurization,  and sterilisation  often  leads  to  undesirable  changes  in  food  quality,  such  as  color,
texture,  flavor,  nutrition,  and  functionality  Ndiaye  et  al.  2009.  An  accurate kinetic  data  of  microbial  inactivation  and  quality  loss  can  be  applied to  estimate
the  effects  of  time-temperature  process  on  product  quality  desired.  Heating
at higher  temperatures  is  relatively  lower  destruction  of  quality  factors.  In  addition,
when  the  heat  transfer  rate  is  enhanced  then  the  process  will  be  shorter  resulting  in lesser  destruction  in  quality  factors  and  this  forms  HTST  High  Temperature  Short
Time concept Rattan 2012.
Figure  18  illustrates  the  application  of  kinetic  parameters  of  tempe  to determine  the  appropriate  time-temperature  combination  during  thermal  process.
Tempe belongs to low acid food products, thus the thermal process considers both public  health  Clostridium  botulinum  and  spoilage  thermophilic  organisms
32 Bacillus stearothermophillus to achieve commercial sterility condition. Because
of kinetic data obtained at temperature 100
o
C, extrapolation of the data at higher temperature is required for this simulation. The red dash line performs minimum
heating time required to kill 12 decimal of C. botulinum type A and B which has D
250
=0.21  min  and  z=17.8
o
F,  whereas  the  blue  one  is  minimum  requirement  for destruction  9  decimal  of  B.  stearothermophillus  having  D
250
=4.0  min  and z=12.6
o
F Lund 1975.
Key:  AC=  antioxidant  capacity,  TPC=  total  phenolic  content,  h=  hardness,  L=  lightness,  G= greenness,  Y=  yellowness,  C=  chroma,  T=  tempe,  S=  salt  solution,  TS=  total  of  tempe  and  salt
solution.
Figure 18  Application  of  kinetic  data  in  sterilization  and  pasteurization process.
1 10
100 1000
60 80
100 120
140 160
T im
e m
in
Temperature ºC
Antioxidant Properties
AC T AC S
AC TS TPC T
TPC S TPC TS
B. stearothermophilus C. botulinum type A  B
C. botulinum type E
1 10
100 1000
60 80
100 120
140 160
T im
e m
in
Temperature ºC
Physical Quality
H T L T
G T Y T
C T B. stearothermophilus
C. botulinum type A  B C. botulinum type E
33 For  this  simulation  the  process  was  designed  to  experience  10
destruction of antioxidant properties and physical quality. The example of process calculation  is  given  in  Appendix  4.  Depending  on  the  graphs,  to  obtain
commercial sterility product, tempe should be heated on the right side of the red dash  line  to  fullfill  a  minimum  “botulinum  cook”  F
o
=12x0.21=2.52  min.  In addition,  canning  food  industries  consider  the  other  heat  resistant  spores
generally referred to as thermophiles, such as B. stearothermophillus, that have the  potential  to  cause  spoilage  and  economic  losses  Awuah  et  al.  2007.
Therefore, to  achieve safety  quality  of the product,  tempe has to  be subjected to thermal processing in the grey area.
A  conventional  canning  process  is  commonly  conducted  at  temperature ranging  110-121.1
o
C Hariyadi  2014 for a long  time to  destroy microorganisms of  public  health  and  spoilage  concerns.  Therefore,  it  leads  to  induce  permanent
changes to the nutritional and sensory attributes of products.  It can be seen from the graphs that heating tempe in the grey region resulted in destruction of textural
and color attributes significantly. However,  the antioxidant capacity of tempe can be retained when tempe is heated for short time  11 min in the grey area.
Heating tempe at mild temperature below 100
o
C pasteurization might be alternative  process  to  retain  better  antioxidant  profiles  and  physical  quality  of
tempe.  This  simulation  uses  C.  botulinum  type  E  as  target  microbe  having D
185
=0.28  min  and  z=16
o
F  which  is  considered  to  be  target  pathogen  of pasteurized  fish  and  fishery  products  because  this  pathogens  will  survive  the
pasteurization  process  and  grow  under  normal  storage  conditions  FDA  2011, Méndez and Abuín 2006. Furthermore, tempe is identical product to pasteurized
fish both of which are source of protein and has pH  4.5 low acid canned food, LACF and water activity  0.85.
According to FDA 2011, a reduction of six decimal level of C. botulinum type  E  is  suitable  6D  process  for  pasteurization.  Because  the  process  is  not
severe  enough  to  kill  C.  botulinum,  the  pasteurized  foods  require  refrigeration immediately after processing. Consequently the pasteurized products are reduced
oxygen packaged e.g., vacuum packaged or modified atmosphere packaged and have limited shelf life in the distribution chain Ahmed and Shivare 2006.
It can be seen from the graphs that the green dash line performs minimum heating  time  required  to  destroy  6  decimal  of  C.  botulinum,  thus  pasteurized
tempe  should  be  heated  on  the  right  side  of  the  green  dash  line.  When  tempe  is subjected  to  termal  processing  at  time-temperature  combination  in  this  area,  the
minimum 10 destruction of antioxidant properties and physical quality in solid and salt solution are achievable. In this case the quality attributes of tempe during
pasteurization can be relatively retained.
Ristanti  2010  has  reported  that  pasteurization  process P
185 16
=  37  min could  extend  the  shelf  life  of  tempe  untill  25  days  in  vacuum  pacakages  of
aluminium  foil  and  stored  at  5
o
C.  However,  this  process  effectively  killed  the moulds  of  tempe  but  the  heat  resistant  microoganisms  was  still  alive  causing
spoilage  of  the  product.  Protease  from  spoilage  organisms  degraded  protein  into micromolecules,  such  as  amino  acids,  ammonia  NH
3
,  and  hydrogen  sulfide H
2
S resulting in undesirable appearance and odor of tempe.