ONS Challenge

Optimal Solvent Prediction

Solvents have then been ranked by theoretical percent yield and the number of criteria met.
Criteria: lim. reactants (M) lim. product (M) bp °C
Options: washes (alters % yield)

all criteria mettwo criteria metone criterion metno criteria met
    
ranksolventAD model001AD measuredexperimentalBP °C % Yield SHE*
1carbon disulfide0.078**46.292 
2cyclohexane0.113**80.7894.0
3pentane0.120**35.2884.1
4heptane0.130**98.8873.8
5hexane0.136**68.5864.1
62,2,4-trimethylpentane0.138**98.886 
7carbon tetrachloride0.167**76.0833.1
81-chlorobutane0.168**78.2833.8
9fluorobenzene0.169**84.783 
10methyl tert-butyl ether0.173**55.283 
112-propanol0.176**73.082 
122-butanol0.179**96.682 
132-methyl-2-propanol0.184**84.682 
14benzene0.188**78.8814.2
15THF0.196**68.3803.8
16diethyl ether0.197**33.2803.9
17nitromethane0.205**85.179 
181-propanol0.211**95.8792.9
19butanone0.226**75.6773.4
20ethyl acetate0.235**73.9772.9
21ethanol/water(50:50)vol0.262**78.174 
22ethanol/water(60:40)vol0.269**78.173 
231,2-dichloroethane0.273**83.573 
24acetone0.277**56.0723.1
25ethanol/water(40:60)vol0.282**78.172 
26ethanol/water(70:30)vol0.287**78.171 
27ethanol0.291**78.2712.5
28ethanol/water(30:70)vol0.318**78.168 
29methyl acetate0.318**44.0682.4
30ethanol/water(80:20)vol0.330**78.167 
31chloroform0.333**61.2673.9
32ethanol/water(90:10)vol0.338**78.166 
33dichloromethane0.358**39.6643.6
34methanol0.399**64.7602.6
35ethanol/water(20:80)vol0.400**78.160 
36acetonitrile0.425**63.5574.6
37ethanol/water(10:90)vol0.568**78.143 
38trifluoroethanol1.240**74.00 
39isopropyl myristate0.046**319.995 
40DMF0.066**153.0933.7
41dimethylacetamide0.069**221.493 
42undecane0.071**196.393 
43dodecane0.089**216.191 
44iodobenzene0.090**188.391 
45hexadecane0.092**286.691 
46octadecanol0.098**333.090 
47dibutyl ether0.100**142.190 
48decane0.107**174.989 
491-decanol0.112**227.889 
50nonane0.116**151.788 
51octane0.118**126.488 
521-octanol0.118**194.788 
531-heptanol0.122**176.988 
54nitrobenzene0.129**210.8873.9
55o-xylene0.135**144.086 
56ethylbenzene0.137**136.086 
57m-xylene0.138**138.586 
58bromobenzene0.145**154.286 
59chlorobenzene0.150**131.7853.7
60cyclohexanone0.153**155.7853.3
61DMSO0.153**189.085 
62p-xylene0.153**137.585 
63toluene0.159**110.6843.3
64N-methylacetamide0.160**206.084 
653-methyl-1-butanol0.162**131.284 
66N-methyl-2-piperidone0.165**227.883 
67methylcyclohexane0.167**101.183 
68diethylacetamide0.168**185.583 
691-hexanol0.179**158.282 
702-pentanol0.183**118.882 
71butyl acetate0.183**126.6822.9
72sulfolane0.184**285.082 
73N-ethylacetamide0.187**205.081 
74N-ethylformamide0.187**185.781 
751,4-dioxane0.192**102.9815.0
76formamide0.195**210.580 
77propylene carbonate0.197**241.580 
781-butanol0.204**117.7803.0
791-pentanol0.205**138.580 
80ethylene glycol0.206**197.579 
81benzonitrile0.207**191.079 
82dibutylformamide0.220**246.778 
83N-methylformamide0.236**182.576 
84N-formylmorpholine0.237**236.576 
852-methyl-1-propanol0.240**105.076 
86N-methylpyrrolidinone0.257**202.074 
87tributyl phosphate0.294**288.371 
88water1.000**100.00 

*Safety Health and Environment (SHE) Green Solvent Data: Copyright by ETH Zurich, Safety and Environmental Technology Group, 30.09.2006 Koller, G., U. Fischer, and K. Hungerbühler, 2000. Assessing Safety, Health and Environmental Impact during Early Process Development. Industrial & Engineering Chemistry Research 39: 960-972. http://www.sust-chem.ethz.ch/tools/ehs