ACD/Boiling Point
vs. Experiments
Boiling Point
Vapor Pressure
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Boiling Point
The boiling point calculated by ACD/Boiling Point, in general, compares very well to the value at standard sea-level pressure:

bp760exp
= 0.9838(±0.0012) bp760calc +
2.89(±0.26) N=6,059, R=0.9952, SD=7.99,
where N is the number of structures, R is the correlation coefficient, and SD is the standard deviation.
Total number of structures in the database is over 10,000.
The following is a comparison of
three different approaches to the prediction of the boiling point:
the ACD/Labs' Vaporization Calculator algorithm, Joback's approach,
and the Egolf et al method.
The comparison was made using the
paper of Egolf et al. [1] and the ACD/Boiling Point program.
In this paper, 298 chemical compounds were given for which the boiling point was predicted using two different methods: the commonly used Joback approach; and the method proposed by Egolf et al.:
(1)
where Xij are different physicochemical descriptors, b0 and bi are regression coefficients.
All of these compounds had boiling points predicted with ACD/Boiling Point algorithm and a comparison of results obtained by a different method with experimental values was made.
The correlation of experimental vs. predicted values by all three methods was made according to the equation:
(2)
The
results of these correlations are given in Table 1.
Table 1. Correlations between the experimental and calculated boiling point values by equation (2) for different methods.
| Method |
Intercept (a) |
Slope (b) |
No of data points |
Correlation coefficient |
Standard deviation |
|
ACD/BP
|
-1.62±1.83
|
1.0063±0.0045
|
298
|
0.9971
|
5.79
|
|
Egolf et al
|
-4.06±3.71
|
0.9896±0.0091
|
298
|
0.9877
|
11.8
|
|
Joback
|
-34.2±5.3
|
0.907±0.013
|
298
|
0.9713
|
18.0
|
Comparison of the standard
deviations of different methods shows that ACD/Boiling
Point gives the results with a discrepancy three times
smaller than the Joback approach and two times better than methods
of authors of Ref. [1].
Difficult cases
In Table 2 we list "pathological" cases, i.e., those cases for which the predicted boiling point has a difference of more than 20°C between at least one predicted value and the experimental result.
Note that in this table there are two different columns: from the ACD/Boiling Point Program and the ACD/Boiling Point Algorithm. The difference exists when the value can be found in the database and there is a significant difference (more than 5°C) between experimental and calculated values. The statistics given in Table 1 are for data from the column ACD/Boiling Point Algorithm.
Table 2. Comparison of difficult cases.
| N (a) |
Name |
Exp. (b) |
ACD/BP Program (c) |
ACD/BP Algorithm (d) |
Egolf (e) |
Joback (f) |
| 5
** |
propylene |
225.43
|
225.4
|
229.9
|
257.27
|
264.72
|
| 10
* |
ethyl
formate |
327.46
|
327.9
|
327.9
|
349.45
|
339.12
|
| 13
* |
1-brompropane |
344.15
|
344.9
|
344.9
|
319.98
|
334.20
|
| 16
* |
allylamine |
326.45
|
327.4
|
327.4
|
347.80
|
337.25
|
| 17 |
propane |
231.11
|
230.4
|
230.4
|
242.11
|
268.04
|
| 22
** |
isopropylamine |
305.55
|
304.1
|
304.1
|
331.84
|
340.13
|
| 26
* |
divinyl
ether |
301.45
|
301.4
|
301.4
|
327.90
|
306.70
|
| 34 |
trans-2-butene |
274.03
|
274.3
|
274.3
|
278.01
|
295.08
|
| 35 |
isobutene |
266.25
|
268.2
|
268.2
|
281.56
|
287.48
|
| 38
* |
methyl
ethyl ketone |
352.79
|
352.7
|
352.7
|
323.25
|
344.79
|
| 44
* |
n-propyl
formate |
353.97
|
355.1
|
355.1
|
377.50
|
362.00
|
| 45
* |
1-bromobutane |
374.75
|
374.8
|
374.8
|
347.90
|
357.08
|
| 46 |
1-chlorobutane |
351.58
|
351.4
|
351.4
|
346.57
|
328.35
|
| 48 |
isobutane |
261.43
|
263.9
|
263.9
|
270.68
|
290.48
|
| 51 |
tert-butyl
alcohol |
355.57
|
357.8
|
357.8
|
362.72
|
379.87
|
| 57 |
isobutylamine |
340.88
|
340.9
|
336.1
|
357.14
|
363.01
|
| 66
* |
diethyl
ketone |
375.14
|
374.2
|
374.2
|
350.39
|
367.67
|
| 67
* |
2-pentanone |
375.46
|
375.8
|
375.8
|
352.45
|
367.67
|
| 70
* |
isobutyl
formate |
371.22
|
372.6
|
372.6
|
399.00
|
384.44
|
| 73 |
1-chloropentane |
381.54
|
380.3
|
380.3
|
374.37
|
351.23
|
| 75 |
neopentane |
282.65
|
280.4
|
280.4
|
297.92
|
310.57
|
| 78 |
2-methyl-2-butanol |
375.15
|
375.1
|
379.2
|
374.27
|
402.75
|
| 80 |
3-methyl-2-butanol |
384.65
|
386.7
|
386.7
|
381.74
|
405.10
|
| 84
* |
neopentyl
glycol |
483.00
|
483.0
|
473.6
|
448.42
|
494.93
|
| 87
* |
bromobenzene |
429.24
|
427.4
|
427.4
|
404.40
|
429.52
|
| 91
** |
p-hydroquinone
(g) |
558.15
|
559.1
|
547.8
|
536.98
|
519.62
|
| 92 |
aniline |
457.6
|
457.6
|
450.6
|
445.05
|
435.89
|
| 94 |
adiponitrile |
568.15
|
569.2
|
569.2
|
554.02
|
540.84
|
| 96
* |
cyclohexanone |
428.9
|
428.9
|
424.9
|
407.06
|
428.72
|
| 110
* |
2-hexanone |
400.85
|
400.9
|
400.9
|
380.24
|
390.55
|
| 111 |
methyl
isobutyl ketone |
389.65
|
389.6
|
389.6
|
403.28
|
410.20
|
| 116 |
cyclohexyl
amine |
407.65
|
407.6
|
411.2
|
422.06
|
428.76
|
| 125 |
diisopropylamine |
357.05
|
357.0
|
362.3
|
364.23
|
385.97
|
| 147 |
2,6-xylenol |
474.22
|
474.2
|
468.4
|
470.22
|
494.72
|
| 148
** |
N,N-dimethylaniline |
466.69
|
466.7
|
444.15
|
435.55
|
421.56
|
| 183
* |
dimethyl
terephthalate |
561.15
|
558.1
|
558.1
|
609.41
|
576.30
|
| 196 |
diethyl
terephthalate |
567.15
|
575.1
|
575.1
|
569.68
|
622.06
|
| 197
* |
m-diisopropylbenzene |
476.33
|
476.3
|
471.15
|
504.58
|
504.74
|
| 203 |
benzyl
benzoate |
596.65
|
597.3
|
597.3
|
594.70
|
631.30
|
| 207 |
dibutyl
phthalate |
613.15
|
615.0
|
615.0
|
593.94
|
713.58
|
| 209 |
dibutyl
sebacate |
622.15
|
624.5
|
624.5
|
616.82
|
727.68
|
| 211 |
stearic
acid |
648.35
|
632.6
|
632.6
|
660.16
|
756.75
|
| 212 |
n-octadecane |
589.86
|
589.4
|
589.4
|
595.25
|
611.24
|
| 213 |
n-nonadecane |
603.05
|
603.3
|
603.3
|
606.28
|
634.12
|
| 217 |
1,3-dichloropropane |
393.55
|
393.5
|
383.1
|
392.89
|
342.90
|
| 218 |
1,3-propylene
glycol |
487.55
|
487.5
|
487.5
|
475.05
|
452.40
|
| 220 |
1,4-dichlorobutane |
427.05
|
427.0
|
413.3
|
419.43
|
365.78
|
| 221
* |
2-bromobutane |
364.37
|
363.8
|
363.8
|
336.10
|
356.64
|
| 223
* |
methyl
isopropyl ether |
323.75
|
323.7
|
305.0
|
303.00
|
312.90
|
| 224 |
1,4-butanediol |
501.15
|
501.1
|
491.0
|
493.86
|
475.28
|
| 225 |
2,3-butanediol |
453.85
|
453.8
|
448.0
|
439.65
|
474.40
|
| 226 |
sec-butylamine |
336.15
|
336.1
|
336.1
|
353.71
|
363.01
|
| 227
** |
tert-butylamine |
317.55
|
317.5
|
325.7
|
346.18
|
360.22
|
| 232 |
1,5-dichloropentane |
453.15
|
453.1
|
444.9
|
444.53
|
388.66
|
| 255
* |
3-hexanone |
396.65
|
398.7
|
398.7
|
368.71
|
390.55
|
| 257 |
tert-butyl
acetate |
369.15
|
371.2
|
371.2
|
374.78
|
391.67
|
| 265 |
4-methyl-2-pentanol |
404.85
|
406.7
|
406.7
|
392.42
|
427.98
|
| 273
* |
n-butyl
formate |
379.25
|
381.0
|
381.0
|
404.58
|
384.88
|
| 290 |
1-decanol |
503.35
|
500.9
|
500.9
|
535.11
|
520.38
|
| 291 |
p-diisopropyl
benzene |
483.65
|
483.6
|
479.9
|
503.30
|
504.74
|
| 295
* |
2-bromopropane |
332.56
|
333.7
|
333.7
|
311.86
|
333.76
|
| 298
* |
n-pentyl
formate |
406.6
|
405.6
|
405.6
|
431.62
|
407.76
|
* The difference between predicted
and experimental values is more than 20°C in calculations by
the method from Ref. [1] (if there is no asterisk (*) after the number, then the difference of more than 20°C occurs only in
calculations using the Joback method.)
** The difference between
predicted and experimental values of more than 20°C is given by
both methods: Joback and the method from Ref. [1].
- The numbering is given in accordance with Ref. [1].
- The experimental values are taken from Ref. [1].
- ACD/Boiling Point program.
- ACD/Boiling Point algorithm.
- The values are calculated by the method proposed in [1].
- The values are calculated by the Joback approach.
- The boiling point is given for the tautomeric form: 1,4-dihydroxybenzene.
References:
1. L.M.Egolf, M.D.Wessel and P.S.Jurs, J.Chem.Inf.Comput.Sci. 1994, 34, 947-956.
Vapor Pressure comparison with Experiment is available in PDF format. Download the latest version of the Adobe Acrobat Reader to view or print it.
References:
1. CRC Handbook of Chemistry and Physics; Lide, D. L., Ed.; CRC Press, 73-rd Edition, 1992-1993.
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