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| 基于改进粒子群算法的油田注水管网优化设计 | |
| 引用本文： | 任伟建,黄晶,杨有为,孟翠茹.基于改进粒子群算法的油田注水管网优化设计[J].科学技术与工程,2009,9(11). |
| 作者姓名： | 任伟建 黄晶 杨有为 孟翠茹 |
| 作者单位： | 1. 大庆石油学院电气信息工程学院,大庆,163318 2. 大庆有限责任公司第二采油厂工程技术大队,大庆,163414 3. 辽河油田井下作业公司,盘锦,124107 |
| 摘 要： | 注水采油是我国陆上油田主要的采油方式之一.在油田地面工程投资中,注水管网投资占有很大比重.为节约投资成本,采用改进粒子群优化算法对管网布局数学模型进行求解,求得管网优化的最短路径.在改进算法中通过标准差判断算法是否陷入局部最优,引入遗传算法中的选择交叉操作以增加粒子多样性,从而跳出局部最优,加快收敛速度.研究实例表明,改进粒子群优化算法优于基本粒子群算法. |
| 关 键 词： | 注水管网 粒子群算法 优化 遗传算法 |
Oilfield Injection Pipeline Network Optimization Design Based on Improved PSO |
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| REN Wei-jian,HUANG Jing,YANG You-wei,MENG Cui-ru.Oilfield Injection Pipeline Network Optimization Design Based on Improved PSO[J].Science Technology and Engineering,2009,9(11). | |
| Authors: | REN Wei-jian HUANG Jing YANG You-wei MENG Cui-ru |
| Institution: | School of Electric and Information Engineering;Daqing Petroleum Institute;Daqing 163318;P.R.China;Engineering Technology Brigade;No.2 Oil Production Company of Daqing Oilfield Co.;Ltd1 Daqing 163414;Downhole Operation Company of Liaohe Oilfield2;Panjin 124107;P.R.China |
| Abstract: | The water injection system is one of main ways of extracting oil on land oil field in our country,in the investment of oilfield ground project,the pipeline network of injection system take great proportion,and in order to save the cost,an improved PSO algorithm to solute the pipe network mathematical model is used and the optimal pipeline network layout is obtained.After judging whether to fall into local best through the standard deviation,the improved PSO algorithm is leading into the overlapping factor o... |
| Keywords: | water injection pipeline network particle swarm optimization optimization genetic algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |