在大型天然气网络中优化价值链,考虑高度和传输方向
Xifeng Ning1, Jinfeng Qiu2, Dejun Yu3
1Information Engineering, PetroChina Planning & Engineering Institute, No. 3 Zhixin West Road Haidian District, Beijing, China.
Scientific reports
|July 3, 2025
概括
这项研究优化了中国最大的管道网络中的天然气输送. 一个新的顺序线性编程算法有效地解决复杂的操作问题,确保可靠的能源供应.
科学领域:
- 工程 工程师 工程师 工程师
- 运营研究 运营研究
- 能源系统 能源系统
背景情况:
- 中国最大的天然气公司管理着广泛的管道网络.
- 季节性需求波动使天然气输送和网络运营复杂化.
- 精确的气体流量建模,包括高度,对于高效运营至关重要.
研究的目的:
- 开发一个高效的算法,以优化大规模网络中的天然气输送.
- 解决天然气管道运营中非线性,非凸混合整数问题的复杂性.
- 改善每月天然气输送决策的运营基础.
主要方法:
- 一个修改后的包含海拔的韦斯方程被用于模拟气体流.
- 一个连续的线性编程算法被开发和应用.
- 该算法在现实世界的大规模中国天然气网络上进行了测试.
主要成果:
- 拟议的算法在解决大规模优化问题方面表现出了效率.
- 为复杂的天然气输送业务提供高质量的解决方案.
- 该方法为广泛的管道网络的运营规划提供了一种可行的方法.
结论:
- 顺序线性编程为优化天然气输送提供了有效的解决方案.
- 修改后的韦斯方程准确地捕捉了物理气体流动的动态,包括高度.
- 开发的算法提高了主要能源公司的运营效率和可靠性.
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