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Calculate activation energy by nonlinear regression

k=koexp(-E(1/T-1/To)/R) To = 770 K R= 8.314 J/(mol K)


k=Aexp(-E/(RT)) A=koexp(E/(RTo)
ko = 0.169 L/(mol s) A= 3.54E+12 L/(mol s)
E= 196,367 J/mol E= 196.4 kJ/mol
T(K) kexp kcalc (kexp-kcalc)2 (kexp-kmean)2 1000/T ln(kexp) ln(kcalc)
700 0.011 0.008 9.93E-06 0.3187 1.43 -4.51 -4.85
730 0.035 0.031 1.29E-05 0.2921 1.37 -3.35 -3.46
760 0.105 0.113 5.84E-05 0.2214 1.32 -2.25 -2.18
790 0.343 0.367 5.59E-04 0.0541 1.27 -1.07 -1.00
810 0.789 0.767 4.80E-04 0.0456 1.23 -0.24 -0.27
840 2.17 2.173 1.08E-05 2.5424 1.19 0.77 0.78
kmean= 0.5755
SS= 0.00113 3.4742 =SSmean

R2= 0.9996744 Run# 4


SE= 0.0168179 Expected Run# 4
df= 4

T(K) X matrix Xt*Xinv


700 0.04654 -1.226E-07 0.1605 -75582.3
730 0.18623 -2.688E-07 -75582.3 36784345267
760 0.66791 -2.315E-07
790 2.17396 1.450E-06 S e2 0.000283
810 4.54831 5.917E-06 Sko 0.006738
840 12.88611 2.829E-05 SEact 3225.5
¶k/¶ko ¶k/¶E alpha 5%
tval 2.776

parameter value +/- 95% confidence intervals


ko 0.169 +/- 0.019
E(J/mol) 196,367 +/- 8,956
E(kJ/mol) 196.4 +/- 9.0
A 3.54E+12 +/- 0.40E+12
University of Colorado Boulder
Data from S.M. Walas, Chemical Reaction Engineering Handbook of Solved Problems, Gordon and Breach Publishe
Second-order reaction

1.0

kexp-kcalc
0.0032 0.0
0.0036
-0.0076
-0.0236 -1.0
0.0219
-0.0033
-2.0
ln(k)

-3.0

-4.0

-5.0
1.15 1.20 1.25 1.30 1.35 1.40 1.45
1000/T(K)

kexp-kcalc
0.0300

0.0200

0.0100

0.0000
680 700 720 740 760 780 800 820 840 860

-0.0100

-0.0200

-0.0300
Gordon and Breach Publishers, p188 (1995)

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Calculate activation energy by nonlinear regression
k=koexp(-E(1/T-1/To)/R) To = 770 K R= 8.314 J/(mol K)
k=Aexp(-E/(RT)) A=koexp(E/(RTo)
ko = 0 L/(mol s) A= 3.54E+12
E= 196367 J/mol E= 196.4
T(K) kexp kcalc (kexp-kcalc)2 (kexp-kmean)2 1000/T
700 0.011 0.008 9.93E-06 0.3187 1.43
730 0.035 0.031 1.29E-05 0.2921 1.37
760 0.105 0.113 5.84E-05 0.2214 1.32
790 0.343 0.367 5.59E-04 0.0541 1.27
810 0.789 0.767 4.80E-04 0.0456 1.23
840 2.17 2.173 1.08E-05 2.5424 1.19
kmean= 0.5755
SS= 0.00113 3.4742 =SSmean

R2= 0.9996744 Run#


SE= 0.0168179 Expected Run#
df= 4

T(K) X matrix Xt*Xinv


700 0.04654 -1.226E-07 0.1605 -75582.3
730 0.18623 -2.688E-07 -75582.3 36784345266.8064
760 0.66791 -2.315E-07
790 2.17396 1.450E-06 S e2 0.000283
810 4.54831 5.917E-06 Sko 0.006738
840 12.88611 2.829E-05 SEact 3225.5
¶k/¶ko ¶k/¶E alpha 5%
tval 2.776

parameter value +/- 95% confidence intervals


ko 0.169
E(J/mol) 196,367
E(kJ/mol) 196.4
A 3.54E+12
University of Colorado Boulder
Data from S.M. Walas, Chemical Reaction Engineering Handbook of Solved Problems, Gordon and Breac
Second-order reaction
L/(mol s)
1.0
kJ/mol
ln(kexp) ln(kcalc)kexp-kcalc
-4.51 -4.85 ### 0.0
-3.35 -3.46 ###
-2.25 -2.18 ###
-1.07 -1.00 ### -1.0
-0.24 -0.27 ###
0.77 0.78 ###
-2.0
ln(k)

4 -3.0
4

-4.0

-5.0
1.15 1.20 1.25 1.30 1.35 1.40 1.45
1000/T(K)

kexp-kcalc
0.0300

0.0200
95% confidence intervals
+/- 0.019 0.0100
+/- 8,956
+/- 9.0 0.0000
680 700 720 740 760 780 800 820 840 860
+/- 0.40E+12
-0.0100

-0.0200

-0.0300
Problems, Gordon and Breach Publishers, p188 (1995)

.40 1.45

840 860

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