Table 1.
Specification of the databank applied for modeling.
Parameter | Symbol | Unit | Subset | Minimum | Average | Maximum | Median | SDa |
---|---|---|---|---|---|---|---|---|
Temperature | T | K | Train | 295.700 | 314.050 | 333.200 | 313.000 | 13.235 |
Test | 295.800 | 313.044 | 333.200 | 312.950 | 12.887 | |||
Total | 295.700 | 313.849 | 333.200 | 313.000 | 13.153 | |||
Pressure | P | MPa | Train | 0.124 | 5.069 | 9.993 | 4.997 | 3.089 |
Test | 0.124 | 4.771 | 9.993 | 4.997 | 3.382 | |||
Total | 0.124 | 5.009 | 9.993 | 4.997 | 3.147 | |||
Solvent concentration | w s | Mass fraction | Train | 0.050 | 0.257 | 0.500 | 0.200 | 0.161 |
Test | 0.050 | 0.265 | 0.500 | 0.300 | 0.155 | |||
Total | 0.050 | 0.258 | 0.500 | 0.250 | 0.259 | |||
Mixture density | ρ m | kg/m3 | Train | 841.600 | 922.930 | 994.70 | 923.450 | 45.467 |
Test | 854.400 | 920.965 | 992.200 | 918.600 | 41.811 | |||
Total | 841.600 | 922.537 | 994.700 | 922.500 | 44.705 |
a
SD refers to the standard deviation, which can be calculated as follows:
Download original imagewhere, x is a typical data sample and N shows the number of dataset.