吕梦芸. 基于模拟退火-蚁群算法的原油管道顺序输送运行优化模型[J]. 油气储运, 2017, 36(10): 1154-1161. DOI: 10.6047/j.issn.1000-8241.2017.10.009
引用本文: 吕梦芸. 基于模拟退火-蚁群算法的原油管道顺序输送运行优化模型[J]. 油气储运, 2017, 36(10): 1154-1161. DOI: 10.6047/j.issn.1000-8241.2017.10.009
LYU Mengyun. The operation optimization model of crude oil batch transportation pipeline based on the simulated annealing-ant colony algorithm[J]. Oil & Gas Storage and Transportation, 2017, 36(10): 1154-1161. DOI: 10.6047/j.issn.1000-8241.2017.10.009
Citation: LYU Mengyun. The operation optimization model of crude oil batch transportation pipeline based on the simulated annealing-ant colony algorithm[J]. Oil & Gas Storage and Transportation, 2017, 36(10): 1154-1161. DOI: 10.6047/j.issn.1000-8241.2017.10.009

基于模拟退火-蚁群算法的原油管道顺序输送运行优化模型

The operation optimization model of crude oil batch transportation pipeline based on the simulated annealing-ant colony algorithm

  • 摘要: 原油管道运行优化研究能够在一定程度上降低管道运行能耗。依据顺序输送原油管道运行工艺,将顺序输送过程中不同时步下管道水热力约束、站场运行工艺约束等多类约束条件考虑在内,并严格区分管道内各批次原油的物性差异,以全线输油设备运行能耗最低为目标函数,基于离散时间表达建立数学模型,并采用模拟退火-蚁群算法对模型进行求解。以西部原油管道主干线鄯兰原油管道为例进行计算,并与以往的优化算法进行对比,结果表明:该优化算法的求解效率较高,且求得的运行方案较大幅度地降低了管道的运行能耗,满足现场运行工艺要求,具有较强的适用性。

     

    Abstract: Operation optimization of crude oil pipeline is conducive to reducing its energy consumption to a certain extent. In this paper, a mathematical model was established in the form of discrete time expression based on the batch transportation process of crude oil pipeline. In this model, various constraint conditions are taken into consideration, such as the pipeline hydrothermal constraint at different time steps and the operation process of the station. The physical property difference between different batches of crude oil in the pipeline is distinguished strictly, and the lowest energy consumption of all oil transportation equipments along the whole pipeline is taken as the objective function. And it is solved by means of the simulated annealing-ant colony algorithm. Then, it was used to calculate the Shanshan-Lanzhou pipeline which is the trunk line in Western Crude Oil Pipeline, and the calculation results were compared with the results of previous optimization algorithms. It is indicated that the simulated annealing-ant colony algorithm is more efficient, and its corresponding operation scheme can decrease the operation energy consumption of pipelines significantly and satisfy the technical requirements of on-site operation, presenting strong applicability.

     

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