重庆理工大学学报(自然科学) ›› 2023, Vol. 37 ›› Issue (4): 321-328.

• 能源动力环境 • 上一篇    下一篇

一种子空间投影的天然气管网调度算法

董莎莎,邓志刚,何志强   

  1. 1.中国石油西南油气田分公司重庆气矿,重庆 400707; 2.重庆大学 微电子与通信工程学院,重庆 40004
  • 出版日期:2023-05-06 发布日期:2023-05-06
  • 作者简介:董莎莎,女,工程师,主要从事集输工艺研究,Email:dongshas@petrochina.com.cn;通信作者 廖勇,男,博士,副 研究员,主要从事无线通信、人工智能研究,Email:liaoy@cqu.edu.cn。

A scheduling algorithm of natural gas pipeline network based on subspace projection

  • Online:2023-05-06 Published:2023-05-06

摘要: 以重庆天然气管网系统的最大产量为目标函数,同时考虑了管道强度、增压站、脱 水站、净化厂运行参数及硫化氢(H2S)含量等约束条件,建立了重庆天然气管网运行优化的数 学模型。同时提出了一种子空间投影的天然气调度算法,对该天然气调度模型进行求解,该算 法使用迭代方法在子空间中寻找一个近似解,大幅减少计算复杂度,从而快速对天然气管网进 行调度。结合重庆天然气管网调度的实例进行计算验证,所提算法能满足重庆天然气管网的运 行条件,保证产能最大化,更具有效性和实用性,能保障重庆天然气管网安全生产和自适应高效 运行。

关键词: 天然气, 原料气, 管网, 调度优化, 子空间投影

Abstract: This paper establishes a mathematical model for optimizing the operation of the natural gas pipeline network in Chongqing with the maximum production capacity of the system as the objective function, while considering the constraints like pipeline strength, booster stations, dehydration stations, purification plant operation parameters and hydrogen sulfide content. Meanwhile, this paper proposes a natural gas scheduling algorithm based on subspace projection to solve this natural gas scheduling model, which uses an iterative method to find an approximate solution in the subspace, significantly reducing the computational complexity and thus quickly scheduling the natural gas pipeline network. Combined with the case of Chongqing natural gas pipeline network scheduling for calculation and verification, it can be seen that the proposed algorithm can meet the operating conditions of Chongqing natural gas pipeline network and ensure the maximum production capacity. The proposed algorithm is also more effective and practical, which guarantees safe production and efficient operation of Chongqing natural gas pipeline network

中图分类号: 

  • :TE832