论文成果
Optimal design of a pipe isolation plugging tool using a computational fluid dynamics simulation with response surface methodology and a modified genetic algorithm
摘要:In this work, the flow effects on an isolation plugging tool in a pipeline were numerically investigated using computational fluid dynamics. The study focused on optimal parameter design for the isolation plugging tool, which reduced the unsteady force effects on the x and y directions of the flow field. First, three-dimensional models of the isolation plugging tool and pipe were built. The velocity, pressure, and force analysis on the flow past the isolation plugging tool were investigated via computational fluid dynamics simulation. Second, a combination of design parameter ratios was selected using the Box-Behnken method for a series of numerical experiments. From the simulation results, three regression total force models were determined for the x, y, and z directions using response surface methodology. A modified genetic algorithm was proposed to optimize the design parameter ratios for the isolation plugging tool based on the regression models. The optimum parameter ratios were chosen and verified using the simulation results.
关键字:Isolation plugging tool computational fluid dynamics simulation total force response surface methodology modified genetic algorithm
ISSN号:1687-8132
卷、期、页:卷: 9 期: 10
发表日期:2017-10-23
期刊分区(SCI为中科院分区):四区
收录情况:SCIE(科学引文索引网络版),ESI(基本科学指标数据库)
发表期刊名称:ADVANCES IN MECHANICAL ENGINEERING
通讯作者:胡浩然
第一作者:赵弘
论文类型:期刊论文
论文概要:赵弘,胡浩然,Optimal design of a pipe isolation plugging tool using a computational fluid dynamics simulation with response surface methodology and a modified genetic algorithm,ADVANCES IN MECHANICAL ENGINEERING,2017,卷: 9 期: 10
论文题目:Optimal design of a pipe isolation plugging tool using a computational fluid dynamics simulation with response surface methodology and a modified genetic algorithm