王志新
WANG Zhixin

• 1:大庆油田有限责任公司勘探开发研究院

摘要(Abstract)：

随着油田驱替方式多样化、油藏类型复杂化,传统的开发规划编制技术无法实现对规划编制各个技术领域、多项措施工作量整体系统优化部署。通过分析油田开发的特性以及随机不确定因素的影响,以"措施工作量"为系统的决策变量,建立了产量目标概率最大化、最小化成本费用期望、最大化新增可采储量等多目标随机优化模型,并设计智能算法进行求解,对油田中长期发展作出优化部署,为油田开发决策提供技术支撑。
With the diversification of oilfield displacement modes and the complexity of oil reservoir types,The traditional development planning technology cannot realize the optimal arrangements of the whole system of different technical fields and workloads of multiple measures. With the help of the analyses of the characteristics of oilfield development and the influence of random uncertain factor, taking "workloads of measures" as the decision variable of the system, the multiple-objective stochastic optimization model was established, such as maximizing the probability of production target, minimizing the expectation of cost and expense and maximizing the new recoverable reserves, meanwhile the intelligent algorithm was designed to solved it. Based on the above research, the optimized arrangement was made for the mid-long term oilfield development,and finally the technical support was provided for the oilfield development decision.

关键词(KeyWords)： 多目标规划;不确定性优化模型;智能算法
multiple-objective planning;uncertainty optimization model;intelligent algorithm

Abstract:

Keywords:

基金项目(Foundation): 国家科技重大专项“大庆长垣特高含水油田提高采收率示范工程”(2016ZX05054)

作者(Author): 王志新
WANG Zhixin

DOI: 10.19597/j.issn.1000-3754.201912030

参考文献(References)：

• [1]王静伟,计秉玉,张文彪.基于多因素的油田可采储量不确定性分析[J].中国海上油气,2016,28(4):76-82.WANG Jingwei,JI Bingyu,ZHANG Wenbiao.Uncertainty analysis of oilfield recoverable reserves based on multi-factors[J].China Offshore Oil and Gas,2016,28(4):76-82.
• [2]李斌,刘伟,毕永斌,等.浅议油田开发战略管理[J].石油科技论坛,2019,38(4):24-29.LI Bin,LIU Wei,BI Yongbin,et al.Discussion of oilfield development strategic management[J].Oil Forum,2019,38(4):24-29.
• [3]阳晓燕.非均质油藏水驱开发效果研究[J].特种油气藏,2019,26(2):152-156.YANG Xiaoyan.Waterflood development effect study of heterogeneous reservoir[J].Special Oil & Gas Reservoirs,2019,26(2):152-156.
• [4]李允,刘志斌.现代优化技术在油田开发中的应用[M].北京:石油工业出版社,2001.LI Yun,LIU Zhibin.Application of modern optimization technique in development of oilfield[M].Beijing:Petroleum Industry Press,2001.
• [5]刘斌.油田效益建产模式探讨[J].石油科技论坛,2019,38(3):39-44.LIU Bin.Research on cost-effective productivity modeling of oilfield[J].Oil Forum,2019,38(3):39-44.
• [6]张福坤,张淑文,诸克军.油田产量构成的多阶段多目标优化[J].数学的实践与认识,2014,44(22):112-119.ZHANG Fukun,ZHANG Shuwen,ZHU Kejun.Multi-stage and multiobjective optimization model of oilfield production composition [J].Mathematics in Practice and Theory,2014,44(22):112-119.
• [7]殷爱贞,张在旭,黄昶生,等.油田产量优化的目标规划模型[J].石油大学学报(自然科学版),2003,27(5):119-121.YIN Aizhen,ZHANG Zaixu,HUANG Changsheng,et al.A goal programming model for optimizing output of an oilfield[J].Journal of the University of Petroleum(Edition of Natural Science),2003,27(5):119-121.