用运行区域模型和重量对天然气转化为甲醇的过程进行能源系统的最佳调度
Xueteng Wang1, Mengyao Wei1, Jiandong Wang1
1College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao 266590, China.
Entropy (Basel, Switzerland)
|March 28, 2025
概括
本研究提出了一种最佳的排程方法,用于天然气到甲醇生产中的气体和蒸汽分配. 该方法通过使用操作区域模型和权衡来提高效率并降低成本.
科学领域:
- 化学工程是化学工程的重要组成部分.
- 过程优化 过程优化
- 能源系统 能源系统
背景情况:
- 煤炭化学工业的最佳气体和蒸汽分配对于提高效率至关重要.
- 从天然气转化为甲醇的工艺需要精确的能源管理才能实现经济可行性.
研究的目的:
- 开发一个最佳的排程方法,用于能源系统在天然气到甲醇的过程中.
- 通过先进的优化技术,尽量减少气体损失,蒸汽损失和运营成本.
主要方法:
- 开发主要甲醇生产设施 (脱硫,空气分离,合成气压缩机,蒸汽炉) 的机械模型.
- 基于物理定律的模型参数估计利用遗传算法.
- 制定一个多目标优化问题,并使用权重将其转换为单目标问题.
- 使用操作区域模型和视觉投影技术解决优化问题.
主要成果:
- 拟议的方法有效地减少了气体损失,蒸汽损失和运营成本.
- 操作区域模型提供了一个视觉和直观的方法,以实现最佳的调度.
- 案例研究通过Aspen Hysys模拟验证了该方法的有效性.
结论:
- 开发的方法为优化天然气转化为甲醇生产中的能源分配提供了一个强大的解决方案.
- 这种方法提高了化学工业的生产效率和经济回报.
- 运行区域模型和权重的整合提供了一个新的优化策略.
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