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Abstract:
Using the BP Artificial Neutral Network (ANN) with the Levenberg-Marquardt algorithm, High-Pressure-Vapor-Liquid Equilibrium data of methane, ethane and ethylene system were calculated. Temperature, x(1) and x(2) were used as input, and Pressure and y as output. The comparison of the results showed that ANN can be successfully used to predicted vapor-liquid equilibrium at high pressures, and could be an effective method in VLE data processing at high pressure.
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Source :
FRONTIERS ON SEPARATION SCIENCE AND TECHNOLOGY
Year: 2004
Page: 165-168
Language: English
Cited Count:
WoS CC Cited Count: 0
SCOPUS Cited Count:
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 7
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