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油田开发规划非线性多目标优化模型研究
引用本文:尚明忠,盖英杰,李树荣,熊福力. 油田开发规划非线性多目标优化模型研究[J]. 石油钻探技术, 2003, 31(4): 59-61
作者姓名:尚明忠  盖英杰  李树荣  熊福力
作者单位:1. 中国地质大学,北京,100083;胜利油田有限公司地质科学研究院,山东东营,257015
2. 胜利油田有限公司地质科学研究院,山东东营,257015
3. 石油大学(华东),山东东营,257062
基金项目:胜利油田“十五”重大科技攻关项目(编号10528)
摘    要:为了编制油田的效益规划,实现对利润、产量、成本、投资多个目标的合理决策。根据油田开发的实际情况。将油田的构成细分为9个部分。建立了利润、产量、成本和投资的非线性多目标优化模型,将利润、产量、成本、投资4种油田开发指标分成不同的优先级进行优化。采用ARMAX模型预测模型参数。用多项式拟合描述产量与工作量之间的非线性关系。在对多目标设置不同优先级的基础上,应用基于遗传算法的逐层非线性多目标算法。较快地得到最优解,对油田效益规划的编制具有重要意义。

关 键 词:油田开发 非线性规划 多目标算法 优化 数学模型 油藏 拟合 函数 预测
文章编号:1001-0890(2003)04-0059-03
修稿时间:2003-02-17

Study on Non-Linear Multiple Objects Optimal Model for Oil Field Development Programming
Shang Mingzhong,Gai Yingjie . Li Shurong,Xiong Fuli. Study on Non-Linear Multiple Objects Optimal Model for Oil Field Development Programming[J]. Petroleum Drilling Techniques, 2003, 31(4): 59-61
Authors:Shang Mingzhong  Gai Yingjie . Li Shurong  Xiong Fuli
Abstract:For arranging a profit-centered oil field programme, by which multiple objects, profit, production, cost and investment, could be optimized, this thesis classifies oil fields in 9 sections according to practice on oil field development, as well establishes a non-linear multiple-objects optimized model, taking a priority level based consideration for the above mentioned multiple objects. AMARX predict model is used for parameters; multinomial fitting is used for describing non-linear relationship between production and workforce. After setting different priority level to objects, descendiblity non-linear order layer multiple objects arithmetic was used to get optimized solution with little time consuming. Techniques provided here are important to arranging a profit-centered programme for oilfields.
Keywords:nonlinear  model  prediction  fitting  function  
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