Input Variable Range of data
Feed specific gravity 0.8807-0.8332
Feed temperature, (°C) 328.22-349
Feed volumetric flowrate, (m3/hr) 800-1030.4
Top pumparounds volumetric flowrate, (m3/hr) 733.2-685.13
Intermediate pumparounds volumetric flowrate, (m3/hr) 533.7-560
Bottom pumparounds volumetric flowrate, (m3/hr) 225.5-320
Top temperature, (°C) 135.3-170
Top pressure, (kN/m2) 127-157
Steam volumetric flowrate, (m3/hr) 4.31-4.97
Reflux volumetric flowrate, (m3/hr) 113.2-302.39
Naphtha volumetric flowrate, (m3/hr) 176.4-180.27
Kerosene volumetric flowrate, (m3/hr) 115-150
LGO volumetric flowrate, (m3/hr) 100-180
Variable name of output Range of data
Naphtha D86 95%, (°C) 150-183
Kerosene D86 95%, (°C) 224-309
LGO D86 95%, (°C) 325-393
Top pumparounds temperature, (°C) 60-138
Intermediate pumparounds temperature, (°C) 175-214
Bottom pumparounds temperature, (°C) 184-255
Table 1: Input and output training values range.