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求解石油生产过程设定点优化的进化算法

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成果类型:
期刊论文
作者:
龙文;梁昔明;龙祖强;李山春
通讯作者:
Long, W.(lw770457@163.com)
作者机构:
[龙文] Guizhou Key Laboratory of Economics System Simulation, College of Finance and Economics, Guiyang 550004, Guizhou, China
[李山春; 梁昔明; 龙文] School of Information Science and Engineering, Central South University, Changsha 410083, Hunan, China
[龙祖强] Department of Physics and Electronic Information Science, Hengyang Normal College, Hengyang 421008, Hunan, China
通讯机构:
Guizhou Key Laboratory of Economics System Simulation, College of Finance and Economics, China
语种:
中文
关键词:
石油生产过程;设定点优化;进化算法;多目标
关键词(英文):
Evolutionary algorithm;Multi-objective;Oil production process;Set point optimization
期刊:
化工学报
ISSN:
0438-1157
年:
2011
卷:
62
期:
10
页码:
2854-2860
基金类别:
国家自然科学基金项目(60874070,61074069); 留学回国人员科研启动基金~~;
机构署名:
本校为其他机构
院系归属:
物理与电子工程学院
摘要:
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])。
摘要(英文):
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 production process. The constrained opti...

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