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求解石油生产过程设定点优化的进化算法
引用本文: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.
作者姓名:龙文  梁昔明  龙祖强  李山春
作者单位:1. 贵州财经学院,贵州省经济系统仿真重点实验室,贵州贵阳550004;中南大学信息科学与工程学院,湖南长沙410083
2. 中南大学信息科学与工程学院,湖南长沙,410083
3. 衡阳师范学院物理与电子信息科学系,湖南衡阳,421008
基金项目:国家自然科学基金项目(60874070,61074069); 留学回国人员科研启动基金~~
摘    要:引言石油生产过程与任何输入输出系统一样,长期以来积累了其注水井的注入率和生产井的产出率等丰富历史数据,通过对这些数据的分析,可以得到有关各注水井和各生产井的连通性信息,实时优化各注水井的最优注入率和各生产井的最优产出率,并及时调整各注入井和各生产井对应控制系统的设定值,可使石油开采过程保持在最优工况下运行1-2]。

关 键 词:石油生产过程  设定点优化  进化算法  多目标

Evolutionary algorithm for set point optimization of oil production process
LONG Wen,LIANG Ximing,LONG Zuqiang,LI Shanchun.Evolutionary algorithm for set point optimization of oil production process[J].Journal of Chemical Industry and Engineering(China),2011,62(10):2854-2860.
Authors:LONG Wen  LIANG Ximing  LONG Zuqiang  LI Shanchun
Affiliation:LONG Wen1,2,LIANG Ximing2,LONG Zuqiang3,LI Shanchun2(1Guizhou Key Laboratory of Economics System Simulation,College of Finance and Economics,Guiyang 550004,Guizhou,China,2School of Information Science and Engineering,Central South University,Changsha 410083,Hunan,3Department of Physics and Electronic Information Science,Hengyang Normal College,Hengyang 421008,China)
Abstract:A capacitance model and a steady-state model of oil production process were established based on the historical data accumulated during oil production.A set point optimization problem was formulated based on the proposed model of capacitance and oil production process by minimizing production cost or maximizing profits.A multi-objective constrained optimization evolutionary algorithm based on dynamical selection and replacement strategy was proposed for solving the set point optimization problem of oil prod...
Keywords:oil production process  set point optimization  evolutionary algorithm  multi-objective  
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