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Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state, and that diverse laws of melting must be looked for because of the diversity of the crystal structure” -Alfred Ubbelohde, “Melting and Crystal Structure” 1965.

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Page 1: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Are there any ways to estimate melting points?

What do melting points measure?

“Melting is a function of the detailed structure of the crystalline state, and that diverse laws of melting must be looked for because of the diversity of the crystal structure”

   -Alfred Ubbelohde, “Melting and Crystal Structure” 1965.  

Page 2: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

number of methylene groups, n

0 100 200 300 400 500

Tf(

exp)

/ K

50

100

150

200

250

300

350

400

450

Figure . Melting temperatures of the even n-alkanes versus the number of methylene groups, circles; experimental data

Page 3: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups, n

0 10 20 30 40 50 60 70 80

Exp

erim

enta

l m

elti

ng p

oint

, K

50

100

150

200

250

300

350

400

Figure. Melting points of the odd alkanes versus the number of methylene groups; circles: experimental data

Page 4: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

number of methylene groups, n

0 100 200 300 400 500

1/[

1-T

f (n

)/Tf (

0

10

20

30

40

50

60

70

80

number of methylene groups, n

0 100 200 300 400 500

1/[1

-Tf (

n)/T

f (

0

10

20

30

40

50

60

70

80

Figure. The correlation between the function 1/[1-Tf (n)/Tf ()] and the

number of methylene groups, n, for the even n-alkanes.

Page 5: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups, n

0 10 20 30 40 50 60 70 80

1/(

1-m

p(n

)/m

p )

0

2

4

6

8

10

12

14

Figure. The correlation between the function 1/[1-Tf (n)/Tf ()] and the

number of methylene groups for the odd n-alkanes.

Page 6: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

number of methylene groups, n

0 5 10 15 20 25 30 35 40

Tf

/ K

50

100

150

200

250

300

350

400

450

1-alkenesn-alkylbenzenescarboxylic acidsN-(2-hydroxyethyl)alkanamides1,-dicarboxylic acidscalculated

Figure. Melting temperatures of the odd 1-alkenes, n-alkylbenzenes, n-carboxylic acids, N-(2-hydroxyethyl)alkanamides and 1,-dicarboxylic acids versus the number of methylene groups, circles, squares triangles and hexagons: experimental data; lines: calculated results.

Page 7: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Conclusions drawn from the n-alkane results:

 The melting point of an alkane is not a group property.

 2. The odd and even members of the series should be segregated.

 3. The melting point of any long chain approaches the melting point of polyethylene. Since the nature of what is attached to the end of the polyethylene is not crucial to the properties of the polymer produced, we surmised that the mp behavior observed in n-alkanes should apply to any homologous series.

4. The first few members of the series usually deviate from the observed hyperbolic behavior.

Page 8: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Tfus = Tf ()*[1- 1/(mn + b)]

Page 9: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Table. Melting-structure correlations of series related to polyethylene: parents with Tf <411.3 K.a

Homologous Series Parent Compound Tf /K S m b r2 /K nT

 Parent

A. Hydrocarbons

n-alkanesb butane 134.9 e 0.161 1.153 0.989 2.0 53

  propane 85.2 o 0.172 0.948 0.994 3.5 24

1-alkenesc 1-pentene 107.9 e 0.170 0.856 0.999 7.2 9

  1-butene 87.8 o 0.164 0.925 0.998 2.4 8

2-methylalkanesc 2-methylpentane 119.6 e 0.155 0.951 0.993 5.5 10

  2-methylbutane 113.4 o 0.144 1.18 0.998 2.1 9

3-methylalkanesc 3-methylhexane 100.2 e 0.145 0.981 0.984 4.8 6

  3-methylheptane 152.7 o 0.129 1.19 0.996 2.4 7

4-methylalkanesc 4-methylheptane 152.2 e 0.125 1.29 0.998 1.5 6

  4-methyldecaned 195.7 o 0.128 1.23 0.995 2.1 7

5-methylalkanese 5-methyldecaned 183.2 e 0.121 1.24 0.995 1.9 7

  5-methylnonane 186.7 o 0.113 1.41 0.996 2.0 6

Page 10: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

2,3-dimethylalkanesc 2,3-dimethyldecaned 183.7 e 0.155 0.898 0.989 4.0 5

  2,3-dimethylheptane 156 o 0.15 0.884 0.991 7.4 6

2,4-dimethylalkanesc 2,4-dimethylundecaned 197.7 e 0.136 1.13 0.992 2.6 5

  2,4-dimethyldecaned 183.2 o 0.128 1.16 0.997 2.0 6

2,4,6-trimethylalkanese 2,4,6-trimethyltridecaned 171.2 e 0.151 0.781 0.962 7.5 4

  2,4,6-trimethyldodecaned 161.2 o 0.114 1.04 0.957 7.8 4

n-alkylcyclopentanesf propylcyclopentane 155.8 e 0.155 1.23 0.999 0.6 8

  ethylcyclopentane 134.7 o 0.155 1.17 0.999 1.6 8

n-alkylcyclohexanesf propylcyclohexane 178.3 e 0.165 1.45 0.999 0.6 7

  ethylcyclohexane 161.4 o 0.164 1.47 0.999 4.1 9

n-alkylbenzenesc propylbenzene 173.6 e 0.166 1.21 0.999 1.4 8

  ethylbenzene 178 o 0.164 1.23 0.999 3.4 10

1-alkylnaphthalenesg 1-propylnaphthalene 263.2 e 0.190 1.67 0.997 1.4 4

  1-ethylnaphthalene 259.3 o 0.171 1.77 0.998 6.7 6

2-alkylnaphthalenesg 2-propylnaphthalene 270.2 e 0.131 2.29 0.955 3.5 5

  2-ethylnaphthalene 265.7 o 0.149 2.15 0.987 6.8 6

Alkynesf 1-pentyne 167.5 e 0.172 1.15 0.999 0.7 9

  1-butyne 147.5 o 0.180 0.993 0.999 2.0 9

Page 11: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

B. Cycloalkanes

m b r2 /K nT

Cycloalkanesh 0.188 1.18 0.856 21 46

 

Page 12: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups, n

0 50 100 150 200 250 300 350

Tf

/ K

280

300

320

340

360

380

400

420

experimental datacalculated

Figure. Melting temperatures of the cycloalkanes versus the number of methylene groups. Both even and odd members are included.

Page 13: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

C. Functionalized Alkanes

Homologous Series

Parent Compound Tf /K S m b r2 /K

nT

1-alkanolsi propanol 147.2 e 0.239 0.968 0.998 1.9 18

  ethanol 143.2 o 0.244 0.953 0.999 4.0 15

2-alkanolsj 2-nonanold 184.7 e 0.257 0.87 0.992 3.1 6

  2-butanol158.5 o 0.244 1.22 0.999 1.1 9

1-alkanethiolsc 1-ethanethiol 125.9 o 0.153 1.12 0.998 2.6 8

methyl alkanoatesk

methyl hexanoate 202.2 e 0.179 1.30 0.995 2.6 17

  methyl propanoate 185.2 o 0.167 1.26 0.991 4.1 11

alkyl ethanoatesc

propyl ethanoate 178.2 e 0.161 1.22 0.999 3.1 8

  ethyl ethanoate 189.6 o 0.155 1.28 0.999 7.2 9

ethyl alkanoatesi

ethyl butanoate 172.4 e 0.166 1.28 0.999 1.4 18

Page 14: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

n-alkanalc butanal 176.8 e 0.159 1.77 0.982 7.4 7

  propanal 193.2 o 0.183 1.24 0.945 8.1 8

n-alkanoic acidsj butanoic acid 268.5 e 0.270 1.72 0.998 1.2 18

  propanoic acid 253.5 o 0.265 1.44 0.999 1.0 15

1-chloroalkanesc 1-chloropropane 150.2 e 0.160 1.07 0.997 2.4 8

  chloroethane 137.2 o 0.166 0.941 0.999 6.5 9

1-fluoroalkanesc 1-fluorotridecaned 276.2 e 0.183 0.839 0.999 0.3 4

  1-fluoroethane 130 o 0.171 0.846 0.999 7.3 9

1-bromoalkanesf 1-bromopropane 163.2 e 0.164 1.15 0.999 0.9 9

  bromoethane 154.6 o 0.159 1.04 0.999 4.9 11

1-iodoalkanes f 1-iodopropane 171.9 e 0.172 1.21 0.999 2.4 18

  iodoethane 162.1 o 0.168 1.10 0.999 3.0 19

1-cyanoalkanesc 1-cyanopropane 161.3 e 0.203 1.03 0.999 1.1 8

  cyanoethane 180.3 o 0.191 1.09 0.998 2.9 9

1,2-dihydroxyalkanesc 1,2-hexanediol 318.2 o 0.336 2.18 0.995 5.2 7

1-N-methylamino-alkanesc

  methyl-n-butylamine 198.2 o 0.164 1.55 0.994 2.2 8

Page 15: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

1-N,N-dimethyl-aminoalkanesc

  dimethyl-n-ethylamine 133.2 o 0.165 0.774 0.999 0.3 7

2-alkanonesc 2-pentanone 195.2 e 0.220 1.51 0.999 0.7 7

  2-butanone 186.2 o 0.220 1.51 0.999 1.9 8

alkyl phenyl ketonesk acetophenone 293.2 o 0.213 2.44 0.995 0.8 5

F-[CF2]12-[CH2]n-Hh

F-[CF2]12-[CH2]2-H344.2 e 0.172 5.93 0.920 1.5 9

N-methyl alkanamidesl 

N-methylbutanamide 268 e 0.461 1.37 0.999 0.8 7

  N-methylpropanamide 230.2 o 0.435 1.13 0.999 0.6 7

2-hydroxyethyl- alkanamidesl

N-(2-hydroxyethyl)hexanamide 319.2 e 0.435 2.93 0.967 2.1 6

 N-(2-hydroxyethyl)pentanamided 305.2 o 0.639 1.71 0.993 1.4 5

p-chlorophenacyl alkanoatesl

p-chlorophenacyl butanoate 328.2 e 0.288 3.27 0.953 6.0 6

  p-chlorophenacyl propionate 371.4 o 0.231 4.05 0.809 8.8 7

N-octadecyl alkanamidesm

N-octadecyl butanamide 349.7 e 0.257 5.49 0.981 1.3 7

Page 16: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

n-alkanamidesn butanamide 389.2 e 0.226 9.93 0.706 3.5 12propanamide 356.2 o 0.238 8.61 0.732 5.0 7

alkyl 4-nitrobenzoateso

propyl 4-nitrobenzoate 308.2 e 0.162 2.22 0.995 3.0 7

  ethyl 4-nitrobenzoate 330.2 o 0.213 1.94 0.984 6.9 9

n-alkyl 3,5-dinitrobenzoateso

ethyl 3,5-dinitrobenzoate 367.2 o 0.035 5.13 0.566 2.7 8

1, dihydroxyalkanesc

1,2-dihydroxyethane 260.2 e 0.421 1.87 0.988 1.9 8

  1,3-dihydroxypropane 246.2 o 0.476 0.25 0.993 8.1 6

N-(-naphthyl)alkanamidesm

N-(-naphthyl) hexanamide 380.2 e 0.400 9.07 0.970 1.2 6

N-(-naphthyl) pentanamide 385.2 o 0.356 9.28 0.998 3.2 3

1,-alkanedioic acidsk

1,5-undecanedioic acidd 378 o 0.730 9.30 0.925 1.9 8

Page 17: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

D. Symmetrically Substituted Derivativesq

sym dialkyl etherc,p

diethyl ether 157.2 e 0.135 0.932 0.999 1.7 4

sym n-alkanoic acid anhydridesp,q

  butanoic anhydride 198.2 e 0.319 1.05 0.999 1.4 10

  propanoic anhydride 228.2 o 0.221 2.25 0.980 23.8 5

sym di-n-alkyl sulfidesr

diethyl sulfide 171.2 o 0.292 1.01 0.998 1.4 6

sym N,N-dialkylaminesc

diethylamine 181 e 0.298 1.14 0.913 10.2 8

  dipropylamine 210.2 o 0.320 1.08 0.999 0.9 8

sym-tri-n-alkylaminesc

triethylamine 158.5 o 0.249 0.655 0.998 1.6 7

Page 18: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

sym-1,2,3-glycerol tri-alkanoates

form 304.8 e 0.296 1.50 0.999 0.5 7

form   261.7 0.272 0.598 0.999 1.1 7

' form   290.0 0.263 1.31 0.999 0.8  7

 

Page 19: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups, n

6 8 10 12 14 16 18 20 22

Tf

/ K

240

260

280

300

320

340

360

380

calculated valueform' form form

Figure. Experimental melting points of the three polymorphic forms of symmetric glycerol trialkanoates ranging from decanoate to eicosanoate. Molecular packing in each series series is very similar.

Page 20: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

If homologous series related to polethylene converge to the mp of polyethylene, what about other series converging to other polymers?

Page 21: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

number of repeat units, n

0 10 20 30 40 50

Tf

/ K

100

150

200

250

300

350

400

450

500

Tf ; n = number of CF2

Tf ; n = number of -(CH2CH2O)-

Tf ; n = number of -(NH(CH2)5CO)-

calculated

Figure. Experimental melting points as a function of the number of repeat units, circles: perfluoro-n-alkanes; squares: H[OCH2CH2]nOH; triangles:

C2H5CO-[NH(CH2)5CO]n-NHC3H7.

Page 22: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of CF2 groups, n

0 5 10 15 20 25

1/(1

- m

p(n)

/mp

0

1

2

3

4

5

Figure. A plot of 1/(1 – mp(n)/mp) versus the number of CF2 groups.

The melting point of Teflon is 605 K.

Page 23: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Table. Melting-structure correlations of series related to other polymers

Parent Compound Tf /K S m b r2 /K nT

n-perfluoroalkanes   Teflon (Tf 605 K)

perfluorobutane 164 e 0.159 0.768 0.999 1.3 6

 perfluoropropane 125.5 o 0.140 0.855 0.92014.3 4

Polyethers Polyoxyethylene (Tf 342 K)

H[OCH2CH2]2OH 267.2 e 0.407 3.36 0.884 4.7 8

 H[OCH2CH2]OH 260.6 o 0.554 2.34 0.953 5.2 8

 

Polyamides Nylon-6 (Tf 533 K)

H[NH(CH2)5CO]2OH 471.2 e 0.089 10.0 0.650 0.8 5

HNH(CH2)5COOH 479.2 o 0.046 9.9 0.599 1.6 10

Page 24: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

What if the melting temperature of the parent is greater than 411 K?

Page 25: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

number of methylene groups, n

0 2 4 6 8 10 12 14 16 18

T f o

r Ttr /

K

360

380

400

420

440

460

480

500

520

540

5604-n-alkoxy-3-fluorobenzoic acidtrans 4'-n-alkoxy-3-chlorocinnamic acid6-n-alkoxy-2-naphthoic acid8-n-alkyltheophyllinecalculated

Figure 6. Experimental melting or smetic/nematic isotropic transition temperatures for the odd series of 4-alkoxy-3-fluorobenzoic acids, trans-4’-n-alkoxy-3-chlorocinnamic acids, 6-alkoxy-2-naphthoic acids, and the even series of 8-alkyltheophyllines; symbols: experimental data; lines: calculated results.

Page 26: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups

0 2 4 6 8 10 12 14 16 18

Mel

tin

g t

emp

erat

ure

/ K

390

395

400

405

410

415

420

Figure. Melting temperatures of the dialkylarsinic acids (odd series)

Page 27: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of repeat units

0 2 4 6 8 10 12 14 16 18

[1/(

1- T

n)]

10

15

20

25

30

35

Figure. A plot of [1/(1- T/T(n)] vs n for the dialkylarsinic acids. A value of 380 K was used for T.

Page 28: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Ascending hyperbola

Tfus = Tf ()*[1- 1/(mn + b)]

Descending hyperbola

Tfus = Tf ()/[1- 1/(mn + b)]

Page 29: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Some of the compounds that show descending behavior relative to the parent show liquid crystalline behavior. For these compounds, which temperature correlates with the melting temperature of members of the series that do not form liquid crystals?

Page 30: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

nematic

Liquid Crystals

Page 31: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Transition temperatures

0 2 4 6 8 10 12 14 16 18

Nu

mb

er o

f re

pea

t un

its

380

400

420

440

460

480

500

Figure. Circles: melting temperatures or temperatures at which the trans-4-n-alkoxy-3-chlorocinnamic acids becomes isotropic; squares are melting temperatures for compounds forming liquid crystals; triangles: smectic to nematic transitions

Page 32: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

number of methylene groups, n

0 2 4 6 8 10 12 14 16 18

1/[

1-3

80

/T(n

)]

0

10

20

30

40

50

melting temperaturenematic to isotropicsmectic to nematicsolid to smecticcalculated

Figure. A plot of 1/[1-T()/T(n)] versus the number of methylene groups for trans-4-n-alkoxy-3-chlorocinnamic acids. The solid circles represent melting temperatures, the solid squares represent nematic to isotropic transitions, the circles represent smectic to nematic transitions and the squares represent from nematic to isotropic transitions. The temperatures at which the liquids become isotropic appear to correlate best. A value of 380 K was used for T().

Page 33: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Why do the first few members of the series usually deviate from the observed hyperbolic behavior?

Page 34: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Why do homologous series exhibit melting points that behave in a hyperbolic fashion?

Page 35: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups, n

0 50 100 150 200

Tot

al p

hase

cha

nge

enth

alpy

, kJ

mol

-1

0e+0

1e+5

2e+5

3e+5

4e+5

5e+5

6e+5

7e+5

8e+5

Figure. Total phase change enthalpies of the n-alkanes.

Page 36: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups, n

0 50 100 150 200

Tot

al p

hase

cha

nge

entr

opy,

J m

ol-1

K-1

0

200

400

600

800

1000

1200

1400

1600

1800

2000

Figure. Total phase change entropies of the n-alkanes

Page 37: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of alkyl groups on a chain

0 2 4 6 8 10 12 14 16 18 20

Tot

al p

hase

cha

nge

enth

alpy

/ kJ

mol

-1

0

20

40

60

80

100

120

140

Figure. Total phase change enthalpies of the dialkyl arsenic acids as a function of the size of the alkyl group.

Page 38: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Number of methylene groups per alkyl chain

0 2 4 6 8 10 12 14 16 18 20

Tot

al p

hase

cha

nge

entr

opy/

J m

ol-1

K-1

0

50

100

150

200

250

300

350

Figure. Total phase change entropies of the dialkyl arsenic acids as a function of the size of the alkyl group.

Page 39: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Fusion Enthalpies

N- Alkanes

tpceH(Tf)/J.mol-1 = (372538)n - (18387500); (37 data

points)

r2 = 0.9964

Di-n-alkylarsinic acids

tpceH(Tf)/J.mol-1 = 2 (334866) n + (95122800); (17 data

points)

r2 = 0.9941

Page 40: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Total Phase Change Entropies (Fusion Entropies)

tpceS(Tf ) = (As)n + (Bs) J.mol-1.K-1

N-Alkanes

tpceS(Tf ) = (9.3)n + (35.2) J.mol-1. K-1;

Di-n-alkylarsinic Acids

tpceS(Tf ) = 2(9.3)n + (11.2) J.mol-1. K-1;

Page 41: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

G = H - Tf S ; at Tf , : G = 0

Tf = tpceH/tpceS = (AHn + BH)/(ASn + BS);

N-Alkanes

Tf = tpceH(Tf) = (3725)n - (1838)

tpceS(Tf ) (9.3)n + (35.2)

Di-n-alkylarsinic Acids

Tf = tpceH(Tf) = 2 (3348)n+ (9512)

tpceS(Tf ) 2(9.3)n + (11.2)

Page 42: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

n, even number of methylene groups

0 20 40 60 80 100 120 140 160 180

T f / K

50

100

150

200

250

300

350

400

450

500

even n-alkanesdialkylarsinic acids

Figure. The melting point behavior of the even n-alkanes and the dialkylarsinic acids of formula [CH3(CH2)n]2AsOH when calculated as a ratio of the total phase change

enthalpy to the total phase change entropy. Both were estimated by group additivity.

Page 43: Are there any ways to estimate melting points? What do melting points measure? “Melting is a function of the detailed structure of the crystalline state,

Tf (exp) - Tf (calcd) /K

-60 -40 -20 0 20 40 60

Num

ber

of e

ntri

es

0

50

100

150

200

250

300

Figure. The distribution of errors based on the use of three experimental data points to estimate the melting behavior of each series for 995 compounds.