化工学报 ›› 2011, Vol. 62 ›› Issue (10): 2854-2860.
• 过程系统工程 • 上一篇 下一篇
龙文,梁昔明,龙祖强,李山春
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A capacitance model and a steadystate model of oil production process were established based on the historical data accumulated during oil productionA set point optimization problem was formulated based on the proposed model of capacitance and oil production process by minimizing production cost or maximizing profitsA multiobjective constrained optimization evolutionary algorithm based on dynamical selection and replacement strategy was proposed for solving the set point optimization problem of oil production processThe constrained optimization problem was converted into a multiobjective optimization problem with two objectivesDuring the evolution process,the algorithm was based on multiobjective optimization technique, where the initial population was divided into two setsA nondominated individual〖DK〗’s conservation bias strategy was used to keep a specific number of infeasible solutions in each generationThe randomly selected individuals in Pareto set were replaced by the remaining nondominated individualsNumerical simulation was made to verify the proposed algorithm using a set of data obtained from a heterogeneous reservoir Synfield.
龙文, 梁昔明, 龙祖强, 李山春. 求解石油生产过程设定点优化的进化算法[J]. 化工学报, 2011, 62(10): 2854-2860.
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