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气体流量模型和计算效率高的能源网络优化方法
Behnam Akbari1, Paolo Gabrielli1, Giovanni Sansavini1
1Institute of Energy and Process Engineering, ETH Zurich, 8092 Zurich, Switzerland.
概括
本研究介绍了能源网络的高效气流模型,提高了计算速度和精度,以实现年度优化. 它提高了成本节约和网络管理中的成功率.
科学领域:
- 能源系统工程 能源系统工程
- 计算优化计算优化
- 气体动力学 气体动力学
背景情况:
- 气流动力学对能源网络优化提出了重大计算挑战.
- 现有的模型在每年决策时间的每小时分辨率上扎.
研究的目的:
- 为可处理能源网络优化提出一个高效的解决方案程序.
- 为了在天然气网络中实现每小时解决的年度决策.
主要方法:
- 根据管道尺寸,在线性和二阶圆气流模型之间交替.
- 解决双向流的复杂性,通过从静态流的近似确定整数变量.
- 聚合并行和串行管道以提高计算效率.
主要成果:
- 与静态模型相比,节省了高达3.1%的成本.
- 提高了至少96%的网络优化成功率.
- 在完全动态模型中,计算效率高达3个数量级.
结论:
- 拟议的程序为天然气网络优化提供了一个计算效率高,准确的解决方案.
- 该方法提高了节省成本和能源网络管理的可靠性.
- 这种方法使复杂的,长期的能源网络规划具有可操作性.
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