控制工程 ›› 2019, Vol. 26 ›› Issue (2): 308-313.

• 建模与仿真系统 • 上一篇    下一篇

基于NSGA- = 2 \* ROMAN \* MERGEFORMAT II的油气管网多目标布局优化

  

  • 出版日期:2019-02-20 发布日期:2023-10-26

Multi-objective Layout Optimization of Oil-gas Pipeline Network Based on NSGA- = 2 \* ROMAN \* MERGEFORMAT II

  • Online:2019-02-20 Published:2023-10-26

摘要: 提出了一种基于NSGA- = 2 \* ROMAN \* MERGEFORMAT II的油气管网多目标布局优化方法。以管道建设费用、集气总站建设费用最小化为主要优化目标,建立了油气管网多目标布局优化模型。应用带精英策略的非支配排序遗传算法(NSGA- = 2 \* ROMAN \* MERGEFORMAT II)对所建多目标问题进行求解,其中,通过多边形对障碍进行建模描述,并用集成可视图法处理避障约束。所提方法考虑了油气管网的多目标优化及避障约束,因此具有较好的理论一般性与实际应用价值。最后通过油气管网规划算例验证了所提方法的可行性。

关键词: 避障, NSGA-font-family:", "> = 2 \* ROMAN \* MERGEFORMAT IIfont-family:", ">, 多目标, 油气管网, 优化

Abstract: This paper presents a multi-objective layout optimization method for the oil-gas pipeline network based on NSGA- = 2 \* ROMAN \* MERGEFORMAT II. Pipeline construction costs and gas collecting station construction costs are formulated as major objectives, and the model of multi-objective optimization in oil and gas pipeline network layout planning is established. By using non-dominated sorting genetic algorithm- = 2 \* ROMAN \* MERGEFORMAT II (NSGA- = 2 \* ROMAN \* MERGEFORMAT II) to solve the multi-objective problem, polygon is used to describe the obstacles, and obstacle avoidance is handled using the visual graph method. The proposed method considers multi-objective optimization of the oil-gas pipeline network and obstacle avoidance constraints, so it has good general theory and practical application value. Finally, a numerical example of oil and gas pipeline network is provided to verify the feasibility of the proposed method.

Key words:

"> Obstacle avoidance, NSGA-II, multi-objective, oil-gas pipeline network, optimization