石油化工设计 ›› 2021, Vol. 38 ›› Issue (2): 50-53.doi: 10.3969 /j.issn.1005-8168.2021.02.013

• 工艺优化 • 上一篇    下一篇

人工智能与计算流体力学在压力容器设计中的应用

黎蓉,陈诚   

  1. 中国石化工程建设有限公司,北京 100101
  • 收稿日期:2020-07-14 接受日期:2020-07-14 出版日期:2021-05-25 发布日期:2021-05-21
  • 通讯作者: 黎蓉,lirong@sei.com.cn E-mail:lirong@sei.com.cn
  • 作者简介:黎蓉,女,2009年毕业于卡耐基梅隆大学机械工程专业,工学硕士,高级工程师,一直从事石化装置的压力容器设计工作,已发表论文5篇。联系电话:010-84875185;E-mail: lirong@sei.com.cn

Application of Artificial Intelligence and Computational Fluid Dynamics in Pressure Vessel Design

Li Rong, Chen Cheng   

  1. SINOPEC Engineering Incorporation, Beijing, 100101
  • Received:2020-07-14 Accepted:2020-07-14 Online:2021-05-25 Published:2021-05-21
  • Contact: Li Rong,lirong@sei.com.cn E-mail:lirong@sei.com.cn

摘要: 压力容器是石化炼厂中不可缺少的一部分。将人工智能和计算流体力学技术引入到压力容器的设计中,是全世界炼化企业研究的重要应用领域。经过多年的科学研究,人工智能技术以及计算流体力学技术都有了十分成熟的发展及应用。本项目是在流体模拟的基础上,运用人工智能算法对流体模拟的结果进行进一步的归纳和总结。经过大量的数值模拟计算,找到并建立起设备磨损和流场分布之间的联系。流体力学技术在石化工程领域中已经得到了很好的验证,其计算结果的可靠性较强;而运用人工智能技术则可以得到更好的数据回归和递推

关键词: 人工智能, 计算流体力学, 压力容器设计

Abstract: Pressure vessels are an indispensable part of petrochemical refineries. The introduction of artificial intelligence and computational fluid dynamics technology into the design of pressure vessels is an important application field for research by refinery companies worldwide. After years of scientific research, artificial intelligence technology and computational fluid dynamics technology have been developed and applied very maturely. This project uses artificial intelligence algorithms to further summarize the results of fluid simulation on the basis of fluid simulation. After a lot of numerical simulation calculations, the relationship between equipment wear and flow field distribution is established. Fluid mechanics technology has been well verified in the field of petrochemical engineering. The reliability of the calculation results is relatively robust. Using artificial intelligence technology can get better regression and recursion.

Key words: artificial intelligence, computational fluid dynamics, pressure vessel design